Dataset statistics
| Number of variables | 79 |
|---|---|
| Number of observations | 50 |
| Missing cells | 1389 |
| Missing cells (%) | 35.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 31.0 KiB |
| Average record size in memory | 634.6 B |
Variable types
| Numeric | 6 |
|---|---|
| Categorical | 67 |
| Unsupported | 2 |
| Boolean | 4 |
ResponseId is highly overall correlated with TBranch | High correlation |
YearsCode is highly overall correlated with YearsCodePro and 3 other fields | High correlation |
YearsCodePro is highly overall correlated with YearsCode and 10 other fields | High correlation |
CompTotal is highly overall correlated with WorkExp and 10 other fields | High correlation |
WorkExp is highly overall correlated with YearsCode and 16 other fields | High correlation |
ConvertedCompYearly is highly overall correlated with YearsCodePro and 12 other fields | High correlation |
MainBranch is highly overall correlated with RemoteWork and 4 other fields | High correlation |
Employment is highly overall correlated with RemoteWork and 7 other fields | High correlation |
RemoteWork is highly overall correlated with MainBranch and 7 other fields | High correlation |
CodingActivities is highly overall correlated with ConvertedCompYearly and 5 other fields | High correlation |
EdLevel is highly overall correlated with LanguageHaveWorkedWith | High correlation |
LearnCode is highly overall correlated with WorkExp and 2 other fields | High correlation |
LearnCodeOnline is highly overall correlated with LearnCodeCoursesCert and 18 other fields | High correlation |
LearnCodeCoursesCert is highly overall correlated with CompTotal and 30 other fields | High correlation |
DevType is highly overall correlated with LearnCodeCoursesCert and 7 other fields | High correlation |
OrgSize is highly overall correlated with LearnCodeCoursesCert and 8 other fields | High correlation |
PurchaseInfluence is highly overall correlated with LanguageHaveWorkedWith and 3 other fields | High correlation |
BuyNewTool is highly overall correlated with WorkExp and 4 other fields | High correlation |
Country is highly overall correlated with CodingActivities and 6 other fields | High correlation |
Currency is highly overall correlated with Employment and 8 other fields | High correlation |
CompFreq is highly overall correlated with CompTotal and 8 other fields | High correlation |
LanguageHaveWorkedWith is highly overall correlated with YearsCode and 56 other fields | High correlation |
LanguageWantToWorkWith is highly overall correlated with WorkExp and 13 other fields | High correlation |
DatabaseHaveWorkedWith is highly overall correlated with Employment and 7 other fields | High correlation |
DatabaseWantToWorkWith is highly overall correlated with LanguageHaveWorkedWith and 9 other fields | High correlation |
PlatformHaveWorkedWith is highly overall correlated with LearnCodeOnline and 10 other fields | High correlation |
PlatformWantToWorkWith is highly overall correlated with YearsCodePro and 22 other fields | High correlation |
WebframeHaveWorkedWith is highly overall correlated with YearsCodePro and 30 other fields | High correlation |
WebframeWantToWorkWith is highly overall correlated with YearsCodePro and 40 other fields | High correlation |
MiscTechHaveWorkedWith is highly overall correlated with MainBranch and 13 other fields | High correlation |
MiscTechWantToWorkWith is highly overall correlated with Employment and 17 other fields | High correlation |
ToolsTechHaveWorkedWith is highly overall correlated with WorkExp and 8 other fields | High correlation |
ToolsTechWantToWorkWith is highly overall correlated with DevType and 6 other fields | High correlation |
NEWCollabToolsHaveWorkedWith is highly overall correlated with LanguageHaveWorkedWith and 3 other fields | High correlation |
NEWCollabToolsWantToWorkWith is highly overall correlated with LearnCodeOnline and 3 other fields | High correlation |
OpSysProfessional use is highly overall correlated with LanguageHaveWorkedWith and 2 other fields | High correlation |
OpSysPersonal use is highly overall correlated with ICorPM and 1 other fields | High correlation |
VersionControlSystem is highly overall correlated with WorkExp and 19 other fields | High correlation |
VCInteraction is highly overall correlated with LanguageHaveWorkedWith and 3 other fields | High correlation |
OfficeStackAsyncHaveWorkedWith is highly overall correlated with ConvertedCompYearly and 10 other fields | High correlation |
OfficeStackAsyncWantToWorkWith is highly overall correlated with MainBranch and 14 other fields | High correlation |
OfficeStackSyncHaveWorkedWith is highly overall correlated with RemoteWork and 6 other fields | High correlation |
OfficeStackSyncWantToWorkWith is highly overall correlated with RemoteWork and 11 other fields | High correlation |
Blockchain is highly overall correlated with ICorPM and 1 other fields | High correlation |
NEWSOSites is highly overall correlated with Frequency_1 | High correlation |
SOAccount is highly overall correlated with MiscTechHaveWorkedWith and 4 other fields | High correlation |
SOPartFreq is highly overall correlated with WebframeWantToWorkWith and 3 other fields | High correlation |
SOComm is highly overall correlated with Frequency_1 and 1 other fields | High correlation |
Age is highly overall correlated with YearsCode and 3 other fields | High correlation |
Gender is highly overall correlated with LearnCodeCoursesCert and 13 other fields | High correlation |
Trans is highly overall correlated with YearsCodePro and 45 other fields | High correlation |
Sexuality is highly overall correlated with Employment and 7 other fields | High correlation |
Ethnicity is highly overall correlated with LanguageHaveWorkedWith and 3 other fields | High correlation |
Accessibility is highly overall correlated with LearnCodeCoursesCert and 11 other fields | High correlation |
MentalHealth is highly overall correlated with LearnCodeOnline and 5 other fields | High correlation |
TBranch is highly overall correlated with ResponseId and 23 other fields | High correlation |
ICorPM is highly overall correlated with YearsCodePro and 25 other fields | High correlation |
Knowledge_1 is highly overall correlated with LanguageHaveWorkedWith and 7 other fields | High correlation |
Knowledge_2 is highly overall correlated with LanguageHaveWorkedWith and 7 other fields | High correlation |
Knowledge_3 is highly overall correlated with LearnCodeOnline and 11 other fields | High correlation |
Knowledge_4 is highly overall correlated with LearnCodeOnline and 9 other fields | High correlation |
Knowledge_5 is highly overall correlated with LanguageHaveWorkedWith and 6 other fields | High correlation |
Knowledge_6 is highly overall correlated with LearnCodeOnline and 8 other fields | High correlation |
Knowledge_7 is highly overall correlated with LearnCodeOnline and 10 other fields | High correlation |
Frequency_1 is highly overall correlated with CompTotal and 18 other fields | High correlation |
Frequency_2 is highly overall correlated with LearnCodeOnline and 11 other fields | High correlation |
Frequency_3 is highly overall correlated with MainBranch and 10 other fields | High correlation |
TimeSearching is highly overall correlated with Country and 10 other fields | High correlation |
TimeAnswering is highly overall correlated with CompTotal and 14 other fields | High correlation |
Onboarding is highly overall correlated with LearnCodeOnline and 12 other fields | High correlation |
ProfessionalTech is highly overall correlated with LearnCodeCoursesCert and 10 other fields | High correlation |
TrueFalse_1 is highly overall correlated with LanguageHaveWorkedWith and 9 other fields | High correlation |
TrueFalse_2 is highly overall correlated with LearnCodeCoursesCert and 8 other fields | High correlation |
TrueFalse_3 is highly overall correlated with YearsCodePro and 13 other fields | High correlation |
SurveyLength is highly overall correlated with OfficeStackAsyncWantToWorkWith and 1 other fields | High correlation |
SurveyEase is highly overall correlated with OpSysPersonal use and 1 other fields | High correlation |
VersionControlSystem is highly imbalanced (70.6%) | Imbalance |
Gender is highly imbalanced (57.1%) | Imbalance |
Trans is highly imbalanced (74.3%) | Imbalance |
Accessibility is highly imbalanced (72.9%) | Imbalance |
ICorPM is highly imbalanced (67.7%) | Imbalance |
Employment has 2 (4.0%) missing values | Missing |
RemoteWork has 12 (24.0%) missing values | Missing |
CodingActivities has 12 (24.0%) missing values | Missing |
EdLevel has 3 (6.0%) missing values | Missing |
LearnCode has 4 (8.0%) missing values | Missing |
LearnCodeOnline has 17 (34.0%) missing values | Missing |
LearnCodeCoursesCert has 39 (78.0%) missing values | Missing |
YearsCode has 3 (6.0%) missing values | Missing |
YearsCodePro has 17 (34.0%) missing values | Missing |
DevType has 12 (24.0%) missing values | Missing |
OrgSize has 17 (34.0%) missing values | Missing |
PurchaseInfluence has 17 (34.0%) missing values | Missing |
BuyNewTool has 5 (10.0%) missing values | Missing |
Country has 2 (4.0%) missing values | Missing |
Currency has 16 (32.0%) missing values | Missing |
CompTotal has 26 (52.0%) missing values | Missing |
CompFreq has 24 (48.0%) missing values | Missing |
LanguageHaveWorkedWith has 4 (8.0%) missing values | Missing |
LanguageWantToWorkWith has 5 (10.0%) missing values | Missing |
DatabaseHaveWorkedWith has 12 (24.0%) missing values | Missing |
DatabaseWantToWorkWith has 18 (36.0%) missing values | Missing |
PlatformHaveWorkedWith has 22 (44.0%) missing values | Missing |
PlatformWantToWorkWith has 30 (60.0%) missing values | Missing |
WebframeHaveWorkedWith has 17 (34.0%) missing values | Missing |
WebframeWantToWorkWith has 22 (44.0%) missing values | Missing |
MiscTechHaveWorkedWith has 24 (48.0%) missing values | Missing |
MiscTechWantToWorkWith has 30 (60.0%) missing values | Missing |
ToolsTechHaveWorkedWith has 20 (40.0%) missing values | Missing |
ToolsTechWantToWorkWith has 24 (48.0%) missing values | Missing |
NEWCollabToolsHaveWorkedWith has 3 (6.0%) missing values | Missing |
NEWCollabToolsWantToWorkWith has 9 (18.0%) missing values | Missing |
OpSysProfessional use has 6 (12.0%) missing values | Missing |
OpSysPersonal use has 2 (4.0%) missing values | Missing |
VersionControlSystem has 2 (4.0%) missing values | Missing |
VCInteraction has 5 (10.0%) missing values | Missing |
VCHostingPersonal use has 50 (100.0%) missing values | Missing |
VCHostingProfessional use has 50 (100.0%) missing values | Missing |
OfficeStackAsyncHaveWorkedWith has 24 (48.0%) missing values | Missing |
OfficeStackAsyncWantToWorkWith has 32 (64.0%) missing values | Missing |
OfficeStackSyncHaveWorkedWith has 11 (22.0%) missing values | Missing |
OfficeStackSyncWantToWorkWith has 19 (38.0%) missing values | Missing |
Blockchain has 3 (6.0%) missing values | Missing |
NEWSOSites has 2 (4.0%) missing values | Missing |
SOVisitFreq has 2 (4.0%) missing values | Missing |
SOAccount has 2 (4.0%) missing values | Missing |
SOPartFreq has 10 (20.0%) missing values | Missing |
SOComm has 2 (4.0%) missing values | Missing |
Age has 4 (8.0%) missing values | Missing |
Gender has 4 (8.0%) missing values | Missing |
Trans has 4 (8.0%) missing values | Missing |
Sexuality has 6 (12.0%) missing values | Missing |
Ethnicity has 6 (12.0%) missing values | Missing |
Accessibility has 7 (14.0%) missing values | Missing |
MentalHealth has 7 (14.0%) missing values | Missing |
TBranch has 19 (38.0%) missing values | Missing |
ICorPM has 33 (66.0%) missing values | Missing |
WorkExp has 32 (64.0%) missing values | Missing |
Knowledge_1 has 32 (64.0%) missing values | Missing |
Knowledge_2 has 32 (64.0%) missing values | Missing |
Knowledge_3 has 32 (64.0%) missing values | Missing |
Knowledge_4 has 32 (64.0%) missing values | Missing |
Knowledge_5 has 32 (64.0%) missing values | Missing |
Knowledge_6 has 32 (64.0%) missing values | Missing |
Knowledge_7 has 32 (64.0%) missing values | Missing |
Frequency_1 has 32 (64.0%) missing values | Missing |
Frequency_2 has 32 (64.0%) missing values | Missing |
Frequency_3 has 32 (64.0%) missing values | Missing |
TimeSearching has 32 (64.0%) missing values | Missing |
TimeAnswering has 32 (64.0%) missing values | Missing |
Onboarding has 32 (64.0%) missing values | Missing |
ProfessionalTech has 33 (66.0%) missing values | Missing |
TrueFalse_1 has 33 (66.0%) missing values | Missing |
TrueFalse_2 has 32 (64.0%) missing values | Missing |
TrueFalse_3 has 32 (64.0%) missing values | Missing |
SurveyLength has 3 (6.0%) missing values | Missing |
SurveyEase has 2 (4.0%) missing values | Missing |
ConvertedCompYearly has 26 (52.0%) missing values | Missing |
ResponseId is uniformly distributed | Uniform |
LearnCodeOnline is uniformly distributed | Uniform |
LanguageHaveWorkedWith is uniformly distributed | Uniform |
LanguageWantToWorkWith is uniformly distributed | Uniform |
WebframeHaveWorkedWith is uniformly distributed | Uniform |
WebframeWantToWorkWith is uniformly distributed | Uniform |
ResponseId has unique values | Unique |
VCHostingPersonal use is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
VCHostingProfessional use is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2023-05-21 17:49:59.310993 |
|---|---|
| Analysis finished | 2023-05-21 17:51:11.955288 |
| Duration | 1 minute and 12.64 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
ResponseId
Real number (ℝ)
HIGH CORRELATION  UNIFORM  UNIQUE 
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.5 |
| Minimum | 1 |
|---|---|
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3.45 |
| Q1 | 13.25 |
| median | 25.5 |
| Q3 | 37.75 |
| 95-th percentile | 47.55 |
| Maximum | 50 |
| Range | 49 |
| Interquartile range (IQR) | 24.5 |
Descriptive statistics
| Standard deviation | 14.57738 |
|---|---|
| Coefficient of variation (CV) | 0.57166195 |
| Kurtosis | -1.2 |
| Mean | 25.5 |
| Median Absolute Deviation (MAD) | 12.5 |
| Skewness | 0 |
| Sum | 1275 |
| Variance | 212.5 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | 2.0% |
| 38 | 1 | 2.0% |
| 28 | 1 | 2.0% |
| 29 | 1 | 2.0% |
| 30 | 1 | 2.0% |
| 31 | 1 | 2.0% |
| 32 | 1 | 2.0% |
| 33 | 1 | 2.0% |
| 34 | 1 | 2.0% |
| 35 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 50 | 1 | |
| 49 | 1 | |
| 48 | 1 | |
| 47 | 1 | |
| 46 | 1 | |
| 45 | 1 | |
| 44 | 1 | |
| 43 | 1 | |
| 42 | 1 | |
| 41 | 1 |
MainBranch
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 10.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 528.0 B |
| I am a developer by profession | |
|---|---|
| I am not primarily a developer, but I write code sometimes as part of my work | |
| I code primarily as a hobby | |
| None of these | 2 |
| I am learning to code | 1 |
Length
| Max length | 77 |
|---|---|
| Median length | 30 |
| Mean length | 34.48 |
| Min length | 13 |
Characters and Unicode
| Total characters | 1724 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 2.0% |
Sample
| 1st row | None of these |
|---|---|
| 2nd row | I am a developer by profession |
| 3rd row | I am not primarily a developer, but I write code sometimes as part of my work |
| 4th row | I am a developer by profession |
| 5th row | I am a developer by profession |
Common Values
| Value | Count | Frequency (%) |
| I am a developer by profession | 36 | |
| I am not primarily a developer, but I write code sometimes as part of my work | 6 | 12.0% |
| I code primarily as a hobby | 5 | 10.0% |
| None of these | 2 | 4.0% |
| I am learning to code | 1 | 2.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| i | 54 | |
| a | 47 | |
| am | 43 | |
| developer | 42 | |
| by | 36 | |
| profession | 36 | |
| code | 12 | 3.4% |
| primarily | 11 | 3.1% |
| as | 11 | 3.1% |
| of | 8 | 2.3% |
| Other values (12) | 53 |
Most occurring characters
| Value | Count | Frequency (%) |
| 303 | ||
| e | 199 | |
| o | 160 | 9.3% |
| a | 119 | 6.9% |
| r | 119 | 6.9% |
| s | 97 | 5.6% |
| p | 95 | 5.5% |
| m | 72 | 4.2% |
| i | 71 | 4.1% |
| y | 58 | 3.4% |
| Other values (16) | 431 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1359 | |
| Space Separator | 303 | 17.6% |
| Uppercase Letter | 56 | 3.2% |
| Other Punctuation | 6 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 199 | |
| o | 160 | |
| a | 119 | 8.8% |
| r | 119 | 8.8% |
| s | 97 | 7.1% |
| p | 95 | 7.0% |
| m | 72 | 5.3% |
| i | 71 | 5.2% |
| y | 58 | 4.3% |
| d | 54 | 4.0% |
| Other values (12) | 315 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 54 | |
| N | 2 | 3.6% |
Space Separator
| Value | Count | Frequency (%) |
| 303 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 6 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1415 | |
| Common | 309 | 17.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 199 | |
| o | 160 | |
| a | 119 | 8.4% |
| r | 119 | 8.4% |
| s | 97 | 6.9% |
| p | 95 | 6.7% |
| m | 72 | 5.1% |
| i | 71 | 5.0% |
| y | 58 | 4.1% |
| I | 54 | 3.8% |
| Other values (14) | 371 |
Common
| Value | Count | Frequency (%) |
| 303 | ||
| , | 6 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1724 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 303 | ||
| e | 199 | |
| o | 160 | 9.3% |
| a | 119 | 6.9% |
| r | 119 | 6.9% |
| s | 97 | 5.6% |
| p | 95 | 5.5% |
| m | 72 | 4.2% |
| i | 71 | 4.1% |
| y | 58 | 3.4% |
| Other values (16) | 431 |
Employment
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 11 |
|---|---|
| Distinct (%) | 22.9% |
| Missing | 2 |
| Missing (%) | 4.0% |
| Memory size | 528.0 B |
| Employed, full-time | |
|---|---|
| Student, full-time | |
| Independent contractor, freelancer, or self-employed | |
| Employed, full-time;Independent contractor, freelancer, or self-employed | |
| Not employed, but looking for work | 2 |
| Other values (6) |
Length
| Max length | 72 |
|---|---|
| Median length | 19 |
| Mean length | 28.208333 |
| Min length | 18 |
Characters and Unicode
| Total characters | 1354 |
|---|---|
| Distinct characters | 28 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 10.4% |
Sample
| 1st row | Employed, full-time |
|---|---|
| 2nd row | Employed, full-time |
| 3rd row | Employed, full-time |
| 4th row | Employed, full-time |
| 5th row | Student, full-time |
Common Values
| Value | Count | Frequency (%) |
| Employed, full-time | 25 | |
| Student, full-time | 6 | 12.0% |
| Independent contractor, freelancer, or self-employed | 5 | 10.0% |
| Employed, full-time;Independent contractor, freelancer, or self-employed | 3 | 6.0% |
| Not employed, but looking for work | 2 | 4.0% |
| Student, part-time;Employed, part-time | 2 | 4.0% |
| Student, part-time | 1 | 2.0% |
| Employed, part-time | 1 | 2.0% |
| Not employed, and not looking for work | 1 | 2.0% |
| Student, full-time;Employed, part-time | 1 | 2.0% |
| (Missing) | 2 | 4.0% |
Length
| Value | Count | Frequency (%) |
| employed | 33 | |
| full-time | 31 | |
| student | 10 | 7.1% |
| contractor | 8 | 5.7% |
| freelancer | 8 | 5.7% |
| or | 8 | 5.7% |
| self-employed | 8 | 5.7% |
| part-time | 6 | 4.3% |
| independent | 5 | 3.6% |
| not | 4 | 2.9% |
| Other values (9) | 19 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 166 | 12.3% |
| l | 135 | 10.0% |
| t | 104 | 7.7% |
| 92 | 6.8% | |
| m | 88 | 6.5% |
| o | 84 | 6.2% |
| d | 72 | 5.3% |
| , | 63 | 4.7% |
| p | 60 | 4.4% |
| n | 56 | 4.1% |
| Other values (18) | 434 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1085 | |
| Space Separator | 92 | 6.8% |
| Other Punctuation | 70 | 5.2% |
| Uppercase Letter | 55 | 4.1% |
| Dash Punctuation | 52 | 3.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 166 | |
| l | 135 | |
| t | 104 | |
| m | 88 | |
| o | 84 | 7.7% |
| d | 72 | 6.6% |
| p | 60 | 5.5% |
| n | 56 | 5.2% |
| f | 55 | 5.1% |
| r | 54 | 5.0% |
| Other values (10) | 211 |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 33 | |
| S | 11 | 20.0% |
| I | 8 | 14.5% |
| N | 3 | 5.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 63 | |
| ; | 7 | 10.0% |
Space Separator
| Value | Count | Frequency (%) |
| 92 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 52 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1140 | |
| Common | 214 | 15.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 166 | |
| l | 135 | |
| t | 104 | 9.1% |
| m | 88 | 7.7% |
| o | 84 | 7.4% |
| d | 72 | 6.3% |
| p | 60 | 5.3% |
| n | 56 | 4.9% |
| f | 55 | 4.8% |
| r | 54 | 4.7% |
| Other values (14) | 266 |
Common
| Value | Count | Frequency (%) |
| 92 | ||
| , | 63 | |
| - | 52 | |
| ; | 7 | 3.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 166 | 12.3% |
| l | 135 | 10.0% |
| t | 104 | 7.7% |
| 92 | 6.8% | |
| m | 88 | 6.5% |
| o | 84 | 6.2% |
| d | 72 | 5.3% |
| , | 63 | 4.7% |
| p | 60 | 4.4% |
| n | 56 | 4.1% |
| Other values (18) | 434 |
RemoteWork
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | 7.9% |
| Missing | 12 |
| Missing (%) | 24.0% |
| Memory size | 528.0 B |
| Hybrid (some remote, some in-person) | |
|---|---|
| Fully remote | |
| Full in-person |
Length
| Max length | 36 |
|---|---|
| Median length | 14 |
| Mean length | 23.526316 |
| Min length | 12 |
Characters and Unicode
| Total characters | 894 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Fully remote |
|---|---|
| 2nd row | Hybrid (some remote, some in-person) |
| 3rd row | Fully remote |
| 4th row | Hybrid (some remote, some in-person) |
| 5th row | Hybrid (some remote, some in-person) |
Common Values
| Value | Count | Frequency (%) |
| Hybrid (some remote, some in-person) | 18 | |
| Fully remote | 17 | |
| Full in-person | 3 | 6.0% |
| (Missing) | 12 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| some | 36 | |
| remote | 35 | |
| in-person | 21 | |
| hybrid | 18 | |
| fully | 17 | |
| full | 3 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 127 | |
| o | 92 | |
| 92 | ||
| r | 74 | 8.3% |
| m | 71 | 7.9% |
| s | 57 | 6.4% |
| n | 42 | 4.7% |
| l | 40 | 4.5% |
| i | 39 | 4.4% |
| y | 35 | 3.9% |
| Other values (11) | 225 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 689 | |
| Space Separator | 92 | 10.3% |
| Uppercase Letter | 38 | 4.3% |
| Dash Punctuation | 21 | 2.3% |
| Open Punctuation | 18 | 2.0% |
| Other Punctuation | 18 | 2.0% |
| Close Punctuation | 18 | 2.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 127 | |
| o | 92 | |
| r | 74 | |
| m | 71 | |
| s | 57 | |
| n | 42 | 6.1% |
| l | 40 | 5.8% |
| i | 39 | 5.7% |
| y | 35 | 5.1% |
| t | 35 | 5.1% |
| Other values (4) | 77 |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 20 | |
| H | 18 |
Space Separator
| Value | Count | Frequency (%) |
| 92 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 21 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 18 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 18 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 18 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 727 | |
| Common | 167 | 18.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 127 | |
| o | 92 | |
| r | 74 | |
| m | 71 | |
| s | 57 | |
| n | 42 | 5.8% |
| l | 40 | 5.5% |
| i | 39 | 5.4% |
| y | 35 | 4.8% |
| t | 35 | 4.8% |
| Other values (6) | 115 |
Common
| Value | Count | Frequency (%) |
| 92 | ||
| - | 21 | 12.6% |
| ( | 18 | 10.8% |
| , | 18 | 10.8% |
| ) | 18 | 10.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 894 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 127 | |
| o | 92 | |
| 92 | ||
| r | 74 | 8.3% |
| m | 71 | 7.9% |
| s | 57 | 6.4% |
| n | 42 | 4.7% |
| l | 40 | 4.5% |
| i | 39 | 4.4% |
| y | 35 | 3.9% |
| Other values (11) | 225 |
CodingActivities
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 8 |
|---|---|
| Distinct (%) | 21.1% |
| Missing | 12 |
| Missing (%) | 24.0% |
| Memory size | 528.0 B |
| Hobby | |
|---|---|
| I don’t code outside of work | |
| Hobby;Contribute to open-source projects | |
| Hobby;Contribute to open-source projects;Bootstrapping a business | |
| Hobby;Freelance/contract work | |
| Other values (3) |
Length
| Max length | 65 |
|---|---|
| Median length | 64 |
| Mean length | 24.289474 |
| Min length | 5 |
Characters and Unicode
| Total characters | 923 |
|---|---|
| Distinct characters | 35 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 7.9% |
Sample
| 1st row | Hobby;Contribute to open-source projects |
|---|---|
| 2nd row | Hobby |
| 3rd row | I don’t code outside of work |
| 4th row | Hobby |
| 5th row | I don’t code outside of work |
Common Values
| Value | Count | Frequency (%) |
| Hobby | 14 | |
| I don’t code outside of work | 11 | |
| Hobby;Contribute to open-source projects | 6 | |
| Hobby;Contribute to open-source projects;Bootstrapping a business | 2 | 4.0% |
| Hobby;Freelance/contract work | 2 | 4.0% |
| Hobby;Contribute to open-source projects;Freelance/contract work | 1 | 2.0% |
| Hobby;Bootstrapping a business | 1 | 2.0% |
| Other (please specify): | 1 | 2.0% |
| (Missing) | 12 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| hobby | 14 | |
| work | 14 | |
| i | 11 | |
| don’t | 11 | |
| code | 11 | |
| outside | 11 | |
| of | 11 | |
| hobby;contribute | 9 | |
| to | 9 | |
| open-source | 9 | |
| Other values (10) | 21 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 138 | |
| 93 | 10.1% | |
| e | 74 | 8.0% |
| t | 71 | 7.7% |
| b | 64 | 6.9% |
| r | 51 | 5.5% |
| s | 43 | 4.7% |
| n | 41 | 4.4% |
| c | 39 | 4.2% |
| d | 33 | 3.6% |
| Other values (25) | 276 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 736 | |
| Space Separator | 93 | 10.1% |
| Uppercase Letter | 53 | 5.7% |
| Other Punctuation | 19 | 2.1% |
| Final Punctuation | 11 | 1.2% |
| Dash Punctuation | 9 | 1.0% |
| Open Punctuation | 1 | 0.1% |
| Close Punctuation | 1 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 138 | |
| e | 74 | |
| t | 71 | |
| b | 64 | |
| r | 51 | 6.9% |
| s | 43 | 5.8% |
| n | 41 | 5.6% |
| c | 39 | 5.3% |
| d | 33 | 4.5% |
| u | 32 | 4.3% |
| Other values (11) | 150 |
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 26 | |
| I | 11 | |
| C | 9 | 17.0% |
| B | 3 | 5.7% |
| F | 3 | 5.7% |
| O | 1 | 1.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 15 | |
| / | 3 | 15.8% |
| : | 1 | 5.3% |
Space Separator
| Value | Count | Frequency (%) |
| 93 |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 11 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 9 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 789 | |
| Common | 134 | 14.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 138 | |
| e | 74 | 9.4% |
| t | 71 | 9.0% |
| b | 64 | 8.1% |
| r | 51 | 6.5% |
| s | 43 | 5.4% |
| n | 41 | 5.2% |
| c | 39 | 4.9% |
| d | 33 | 4.2% |
| u | 32 | 4.1% |
| Other values (17) | 203 |
Common
| Value | Count | Frequency (%) |
| 93 | ||
| ; | 15 | 11.2% |
| ’ | 11 | 8.2% |
| - | 9 | 6.7% |
| / | 3 | 2.2% |
| ( | 1 | 0.7% |
| ) | 1 | 0.7% |
| : | 1 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 912 | |
| Punctuation | 11 | 1.2% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 138 | |
| 93 | 10.2% | |
| e | 74 | 8.1% |
| t | 71 | 7.8% |
| b | 64 | 7.0% |
| r | 51 | 5.6% |
| s | 43 | 4.7% |
| n | 41 | 4.5% |
| c | 39 | 4.3% |
| d | 33 | 3.6% |
| Other values (24) | 265 |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 11 |
EdLevel
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 8 |
|---|---|
| Distinct (%) | 17.0% |
| Missing | 3 |
| Missing (%) | 6.0% |
| Memory size | 528.0 B |
| Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | |
|---|---|
| Bachelor’s degree (B.A., B.S., B.Eng., etc.) | |
| Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | |
| Some college/university study without earning a degree | |
| Something else | |
| Other values (3) |
Length
| Max length | 82 |
|---|---|
| Median length | 54 |
| Mean length | 51.085106 |
| Min length | 14 |
Characters and Unicode
| Total characters | 2401 |
|---|---|
| Distinct characters | 35 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 6.4% |
Sample
| 1st row | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) |
|---|---|
| 2nd row | Bachelor’s degree (B.A., B.S., B.Eng., etc.) |
| 3rd row | Bachelor’s degree (B.A., B.S., B.Eng., etc.) |
| 4th row | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) |
| 5th row | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) |
Common Values
| Value | Count | Frequency (%) |
| Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | 13 | |
| Bachelor’s degree (B.A., B.S., B.Eng., etc.) | 13 | |
| Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | 8 | |
| Some college/university study without earning a degree | 8 | |
| Something else | 2 | 4.0% |
| Primary/elementary school | 1 | 2.0% |
| Other doctoral degree (Ph.D., Ed.D., etc.) | 1 | 2.0% |
| Associate degree (A.A., A.S., etc.) | 1 | 2.0% |
| (Missing) | 3 | 6.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| degree | 36 | 10.9% |
| etc | 36 | 10.9% |
| school | 17 | 5.2% |
| b.eng | 13 | 3.9% |
| b.a | 13 | 3.9% |
| bachelor’s | 13 | 3.9% |
| master’s | 13 | 3.9% |
| mba | 13 | 3.9% |
| m.eng | 13 | 3.9% |
| m.s | 13 | 3.9% |
| Other values (26) | 150 |
Most occurring characters
| Value | Count | Frequency (%) |
| 283 | 11.8% | |
| e | 269 | 11.2% |
| . | 216 | 9.0% |
| r | 115 | 4.8% |
| , | 111 | 4.6% |
| c | 100 | 4.2% |
| g | 96 | 4.0% |
| s | 92 | 3.8% |
| o | 92 | 3.8% |
| t | 87 | 3.6% |
| Other values (25) | 940 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1402 | |
| Other Punctuation | 336 | 14.0% |
| Space Separator | 283 | 11.8% |
| Uppercase Letter | 282 | 11.7% |
| Close Punctuation | 36 | 1.5% |
| Open Punctuation | 36 | 1.5% |
| Final Punctuation | 26 | 1.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 269 | |
| r | 115 | 8.2% |
| c | 100 | 7.1% |
| g | 96 | 6.8% |
| s | 92 | 6.6% |
| o | 92 | 6.6% |
| t | 87 | 6.2% |
| a | 86 | 6.1% |
| n | 85 | 6.1% |
| l | 66 | 4.7% |
| Other values (8) | 314 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 65 | |
| B | 65 | |
| A | 51 | |
| S | 45 | |
| E | 27 | |
| G | 16 | 5.7% |
| R | 8 | 2.8% |
| P | 2 | 0.7% |
| D | 2 | 0.7% |
| O | 1 | 0.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 216 | |
| , | 111 | |
| / | 9 | 2.7% |
Space Separator
| Value | Count | Frequency (%) |
| 283 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 36 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 36 |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 26 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1684 | |
| Common | 717 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 269 | |
| r | 115 | 6.8% |
| c | 100 | 5.9% |
| g | 96 | 5.7% |
| s | 92 | 5.5% |
| o | 92 | 5.5% |
| t | 87 | 5.2% |
| a | 86 | 5.1% |
| n | 85 | 5.0% |
| l | 66 | 3.9% |
| Other values (18) | 596 |
Common
| Value | Count | Frequency (%) |
| 283 | ||
| . | 216 | |
| , | 111 | 15.5% |
| ) | 36 | 5.0% |
| ( | 36 | 5.0% |
| ’ | 26 | 3.6% |
| / | 9 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2375 | |
| Punctuation | 26 | 1.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 283 | 11.9% | |
| e | 269 | 11.3% |
| . | 216 | 9.1% |
| r | 115 | 4.8% |
| , | 111 | 4.7% |
| c | 100 | 4.2% |
| g | 96 | 4.0% |
| s | 92 | 3.9% |
| o | 92 | 3.9% |
| t | 87 | 3.7% |
| Other values (24) | 914 |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 26 |
LearnCode
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 33 |
|---|---|
| Distinct (%) | 71.7% |
| Missing | 4 |
| Missing (%) | 8.0% |
| Memory size | 528.0 B |
| Books / Physical media;School (i.e., University, College, etc) | |
|---|---|
| Other online resources (e.g., videos, blogs, forum);School (i.e., University, College, etc);On the job training | 3 |
| Other online resources (e.g., videos, blogs, forum) | 3 |
| Books / Physical media;Other online resources (e.g., videos, blogs, forum);School (i.e., University, College, etc) | 3 |
| Books / Physical media;Friend or family member;Other online resources (e.g., videos, blogs, forum);School (i.e., University, College, etc) | 2 |
| Other values (28) |
Length
| Max length | 176 |
|---|---|
| Median length | 125.5 |
| Mean length | 92.5 |
| Min length | 22 |
Characters and Unicode
| Total characters | 4255 |
|---|---|
| Distinct characters | 37 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 25 ? |
|---|---|
| Unique (%) | 54.3% |
Sample
| 1st row | Books / Physical media;Friend or family member;Other online resources (e.g., videos, blogs, forum);School (i.e., University, College, etc) |
|---|---|
| 2nd row | Books / Physical media;School (i.e., University, College, etc) |
| 3rd row | Other online resources (e.g., videos, blogs, forum);School (i.e., University, College, etc);On the job training |
| 4th row | Books / Physical media;School (i.e., University, College, etc) |
| 5th row | Other online resources (e.g., videos, blogs, forum) |
Common Values
| Value | Count | Frequency (%) |
| Books / Physical media;School (i.e., University, College, etc) | 4 | 8.0% |
| Other online resources (e.g., videos, blogs, forum);School (i.e., University, College, etc);On the job training | 3 | 6.0% |
| Other online resources (e.g., videos, blogs, forum) | 3 | 6.0% |
| Books / Physical media;Other online resources (e.g., videos, blogs, forum);School (i.e., University, College, etc) | 3 | 6.0% |
| Books / Physical media;Friend or family member;Other online resources (e.g., videos, blogs, forum);School (i.e., University, College, etc) | 2 | 4.0% |
| School (i.e., University, College, etc) | 2 | 4.0% |
| Books / Physical media | 2 | 4.0% |
| Other online resources (e.g., videos, blogs, forum);School (i.e., University, College, etc);Online Courses or Certification | 2 | 4.0% |
| Books / Physical media;Other online resources (e.g., videos, blogs, forum);Online Courses or Certification | 1 | 2.0% |
| Books / Physical media;Other online resources (e.g., videos, blogs, forum);School (i.e., University, College, etc);On the job training;Online Courses or Certification | 1 | 2.0% |
| Other values (23) | 23 | |
| (Missing) | 4 | 8.0% |
Length
| Value | Count | Frequency (%) |
| online | 34 | 6.5% |
| e.g | 33 | 6.3% |
| blogs | 33 | 6.3% |
| videos | 33 | 6.3% |
| resources | 33 | 6.3% |
| i.e | 26 | 5.0% |
| university | 26 | 5.0% |
| college | 26 | 5.0% |
| 23 | 4.4% | |
| books | 23 | 4.4% |
| Other values (36) | 231 |
Most occurring characters
| Value | Count | Frequency (%) |
| 475 | 11.2% | |
| e | 450 | 10.6% |
| o | 363 | 8.5% |
| i | 287 | 6.7% |
| s | 240 | 5.6% |
| r | 233 | 5.5% |
| l | 203 | 4.8% |
| , | 177 | 4.2% |
| n | 176 | 4.1% |
| t | 142 | 3.3% |
| Other values (27) | 1509 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3020 | |
| Space Separator | 475 | 11.2% |
| Other Punctuation | 402 | 9.4% |
| Uppercase Letter | 232 | 5.5% |
| Close Punctuation | 63 | 1.5% |
| Open Punctuation | 63 | 1.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 450 | |
| o | 363 | |
| i | 287 | |
| s | 240 | 7.9% |
| r | 233 | 7.7% |
| l | 203 | 6.7% |
| n | 176 | 5.8% |
| t | 142 | 4.7% |
| c | 129 | 4.3% |
| g | 112 | 3.7% |
| Other values (12) | 685 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 63 | |
| O | 62 | |
| B | 26 | |
| U | 26 | |
| S | 26 | |
| P | 23 | 9.9% |
| F | 6 | 2.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 177 | |
| . | 118 | |
| ; | 80 | |
| / | 23 | 5.7% |
| : | 4 | 1.0% |
Space Separator
| Value | Count | Frequency (%) |
| 475 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 63 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 63 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3252 | |
| Common | 1003 | 23.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 450 | |
| o | 363 | 11.2% |
| i | 287 | 8.8% |
| s | 240 | 7.4% |
| r | 233 | 7.2% |
| l | 203 | 6.2% |
| n | 176 | 5.4% |
| t | 142 | 4.4% |
| c | 129 | 4.0% |
| g | 112 | 3.4% |
| Other values (19) | 917 |
Common
| Value | Count | Frequency (%) |
| 475 | ||
| , | 177 | 17.6% |
| . | 118 | 11.8% |
| ; | 80 | 8.0% |
| ) | 63 | 6.3% |
| ( | 63 | 6.3% |
| / | 23 | 2.3% |
| : | 4 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4255 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 475 | 11.2% | |
| e | 450 | 10.6% |
| o | 363 | 8.5% |
| i | 287 | 6.7% |
| s | 240 | 5.6% |
| r | 233 | 5.5% |
| l | 203 | 4.8% |
| , | 177 | 4.2% |
| n | 176 | 4.1% |
| t | 142 | 3.3% |
| Other values (27) | 1509 |
LearnCodeOnline
Categorical
HIGH CORRELATION  MISSING  UNIFORM 
| Distinct | 32 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 17 |
| Missing (%) | 34.0% |
| Memory size | 528.0 B |
| Technical documentation;Blogs;Stack Overflow | 2 |
|---|---|
| Technical documentation;Blogs;Written Tutorials;Stack Overflow;Online books;Video-based Online Courses;Online forum;How-to videos;Written-based Online Courses | 1 |
| Technical documentation;Blogs | 1 |
| Technical documentation;Blogs;Stack Overflow;Online forum | 1 |
| Technical documentation;Blogs;Written Tutorials;Stack Overflow;Video-based Online Courses | 1 |
| Other values (27) |
Length
| Max length | 239 |
|---|---|
| Median length | 108 |
| Mean length | 102.36364 |
| Min length | 29 |
Characters and Unicode
| Total characters | 3378 |
|---|---|
| Distinct characters | 42 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 31 ? |
|---|---|
| Unique (%) | 93.9% |
Sample
| 1st row | Technical documentation;Blogs;Programming Games;Written Tutorials;Stack Overflow |
|---|---|
| 2nd row | Technical documentation;Blogs;Stack Overflow;Online books;Video-based Online Courses;Online challenges (e.g., daily or weekly coding challenges) |
| 3rd row | Stack Overflow;Video-based Online Courses |
| 4th row | Technical documentation;Blogs;Written Tutorials;Stack Overflow;Online books;Online forum |
| 5th row | Technical documentation;Blogs;Written Tutorials;Stack Overflow;Video-based Online Courses;How-to videos;Written-based Online Courses |
Common Values
| Value | Count | Frequency (%) |
| Technical documentation;Blogs;Stack Overflow | 2 | 4.0% |
| Technical documentation;Blogs;Written Tutorials;Stack Overflow;Online books;Video-based Online Courses;Online forum;How-to videos;Written-based Online Courses | 1 | 2.0% |
| Technical documentation;Blogs | 1 | 2.0% |
| Technical documentation;Blogs;Stack Overflow;Online forum | 1 | 2.0% |
| Technical documentation;Blogs;Written Tutorials;Stack Overflow;Video-based Online Courses | 1 | 2.0% |
| Technical documentation;Blogs;Written Tutorials;Stack Overflow;Video-based Online Courses;How-to videos;Auditory material (e.g., podcasts);Coding sessions (live or recorded) | 1 | 2.0% |
| Blogs;Written Tutorials;Stack Overflow;Video-based Online Courses;Online challenges (e.g., daily or weekly coding challenges);Online forum;How-to videos;Interactive tutorial | 1 | 2.0% |
| Technical documentation;Blogs;Written Tutorials;Stack Overflow;Online forum;How-to videos | 1 | 2.0% |
| Technical documentation;Online challenges (e.g., daily or weekly coding challenges);How-to videos | 1 | 2.0% |
| Technical documentation;Blogs;Written Tutorials;Stack Overflow;Video-based Online Courses;Written-based Online Courses | 1 | 2.0% |
| Other values (22) | 22 | |
| (Missing) | 17 |
Length
| Value | Count | Frequency (%) |
| technical | 29 | 11.3% |
| online | 25 | 9.8% |
| tutorials;stack | 19 | 7.4% |
| documentation;blogs;written | 13 | 5.1% |
| overflow;online | 10 | 3.9% |
| overflow;video-based | 10 | 3.9% |
| or | 9 | 3.5% |
| videos;written-based | 7 | 2.7% |
| courses | 7 | 2.7% |
| courses;how-to | 7 | 2.7% |
| Other values (48) | 120 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 311 | 9.2% |
| o | 286 | 8.5% |
| n | 234 | 6.9% |
| i | 225 | 6.7% |
| 223 | 6.6% | |
| t | 209 | 6.2% |
| l | 184 | 5.4% |
| s | 179 | 5.3% |
| a | 162 | 4.8% |
| r | 148 | 4.4% |
| Other values (32) | 1217 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2644 | |
| Uppercase Letter | 279 | 8.3% |
| Space Separator | 223 | 6.6% |
| Other Punctuation | 165 | 4.9% |
| Dash Punctuation | 43 | 1.3% |
| Open Punctuation | 12 | 0.4% |
| Close Punctuation | 12 | 0.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 311 | |
| o | 286 | |
| n | 234 | |
| i | 225 | 8.5% |
| t | 209 | 7.9% |
| l | 184 | 7.0% |
| s | 179 | 6.8% |
| a | 162 | 6.1% |
| r | 148 | 5.6% |
| c | 140 | 5.3% |
| Other values (12) | 566 |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 74 | |
| T | 49 | |
| C | 30 | |
| W | 29 | 10.4% |
| S | 28 | 10.0% |
| B | 25 | 9.0% |
| H | 18 | 6.5% |
| V | 16 | 5.7% |
| I | 5 | 1.8% |
| A | 2 | 0.7% |
| Other values (2) | 3 | 1.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 146 | |
| . | 12 | 7.3% |
| , | 6 | 3.6% |
| : | 1 | 0.6% |
Space Separator
| Value | Count | Frequency (%) |
| 223 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 43 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 12 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 12 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2923 | |
| Common | 455 | 13.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 311 | 10.6% |
| o | 286 | 9.8% |
| n | 234 | 8.0% |
| i | 225 | 7.7% |
| t | 209 | 7.2% |
| l | 184 | 6.3% |
| s | 179 | 6.1% |
| a | 162 | 5.5% |
| r | 148 | 5.1% |
| c | 140 | 4.8% |
| Other values (24) | 845 |
Common
| Value | Count | Frequency (%) |
| 223 | ||
| ; | 146 | |
| - | 43 | 9.5% |
| ( | 12 | 2.6% |
| . | 12 | 2.6% |
| ) | 12 | 2.6% |
| , | 6 | 1.3% |
| : | 1 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3378 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 311 | 9.2% |
| o | 286 | 8.5% |
| n | 234 | 6.9% |
| i | 225 | 6.7% |
| 223 | 6.6% | |
| t | 209 | 6.2% |
| l | 184 | 5.4% |
| s | 179 | 5.3% |
| a | 162 | 4.8% |
| r | 148 | 4.4% |
| Other values (32) | 1217 |
LearnCodeCoursesCert
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 9 |
|---|---|
| Distinct (%) | 81.8% |
| Missing | 39 |
| Missing (%) | 78.0% |
| Memory size | 528.0 B |
| Udemy;Codecademy | |
|---|---|
| Udemy | |
| Coursera;Udemy | |
| Coursera;Pluralsight | |
| Coursera;Udemy;Codecademy;edX;Udacity | |
| Other values (4) |
Length
| Max length | 37 |
|---|---|
| Median length | 22 |
| Mean length | 17 |
| Min length | 5 |
Characters and Unicode
| Total characters | 187 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | 63.6% |
Sample
| 1st row | Coursera;Udemy |
|---|---|
| 2nd row | Udemy;Codecademy |
| 3rd row | Coursera;Pluralsight |
| 4th row | Coursera;Udemy;Codecademy;edX;Udacity |
| 5th row | Coursera;Udemy;Pluralsight;edX |
Common Values
| Value | Count | Frequency (%) |
| Udemy;Codecademy | 2 | 4.0% |
| Udemy | 2 | 4.0% |
| Coursera;Udemy | 1 | 2.0% |
| Coursera;Pluralsight | 1 | 2.0% |
| Coursera;Udemy;Codecademy;edX;Udacity | 1 | 2.0% |
| Coursera;Udemy;Pluralsight;edX | 1 | 2.0% |
| Other | 1 | 2.0% |
| Coursera;Udemy;Udacity | 1 | 2.0% |
| Udemy;Pluralsight | 1 | 2.0% |
| (Missing) | 39 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| udemy;codecademy | 2 | |
| udemy | 2 | |
| coursera;udemy | 1 | |
| coursera;pluralsight | 1 | |
| coursera;udemy;codecademy;edx;udacity | 1 | |
| coursera;udemy;pluralsight;edx | 1 | |
| other | 1 | |
| coursera;udemy;udacity | 1 | |
| udemy;pluralsight | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 23 | |
| d | 19 | 10.2% |
| y | 14 | 7.5% |
| ; | 14 | 7.5% |
| r | 14 | 7.5% |
| a | 13 | 7.0% |
| m | 12 | 6.4% |
| U | 11 | 5.9% |
| s | 8 | 4.3% |
| u | 8 | 4.3% |
| Other values (11) | 51 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 148 | |
| Uppercase Letter | 25 | 13.4% |
| Other Punctuation | 14 | 7.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 23 | |
| d | 19 | |
| y | 14 | |
| r | 14 | |
| a | 13 | |
| m | 12 | |
| s | 8 | 5.4% |
| u | 8 | 5.4% |
| o | 8 | 5.4% |
| l | 6 | 4.1% |
| Other values (5) | 23 |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 11 | |
| C | 8 | |
| P | 3 | 12.0% |
| X | 2 | 8.0% |
| O | 1 | 4.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 14 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 173 | |
| Common | 14 | 7.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 23 | |
| d | 19 | |
| y | 14 | 8.1% |
| r | 14 | 8.1% |
| a | 13 | 7.5% |
| m | 12 | 6.9% |
| U | 11 | 6.4% |
| s | 8 | 4.6% |
| u | 8 | 4.6% |
| o | 8 | 4.6% |
| Other values (10) | 43 |
Common
| Value | Count | Frequency (%) |
| ; | 14 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 187 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 23 | |
| d | 19 | 10.2% |
| y | 14 | 7.5% |
| ; | 14 | 7.5% |
| r | 14 | 7.5% |
| a | 13 | 7.0% |
| m | 12 | 6.4% |
| U | 11 | 5.9% |
| s | 8 | 4.3% |
| u | 8 | 4.3% |
| Other values (11) | 51 |
YearsCode
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 24 |
|---|---|
| Distinct (%) | 51.1% |
| Missing | 3 |
| Missing (%) | 6.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.021277 |
| Minimum | 1 |
|---|---|
| Maximum | 40 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 10 |
| Q3 | 19.5 |
| 95-th percentile | 36.7 |
| Maximum | 40 |
| Range | 39 |
| Interquartile range (IQR) | 14.5 |
Descriptive statistics
| Standard deviation | 10.526342 |
|---|---|
| Coefficient of variation (CV) | 0.80839558 |
| Kurtosis | 0.67409307 |
| Mean | 13.021277 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 1.1449929 |
| Sum | 612 |
| Variance | 110.80389 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 4 | 8.0% |
| 4 | 4 | 8.0% |
| 12 | 3 | 6.0% |
| 20 | 3 | 6.0% |
| 3 | 3 | 6.0% |
| 7 | 3 | 6.0% |
| 10 | 2 | 4.0% |
| 40 | 2 | 4.0% |
| 16 | 2 | 4.0% |
| 5 | 2 | 4.0% |
| Other values (14) | 19 | |
| (Missing) | 3 | 6.0% |
| Value | Count | Frequency (%) |
| 1 | 2 | |
| 2 | 2 | |
| 3 | 3 | |
| 4 | 4 | |
| 5 | 2 | |
| 6 | 4 | |
| 7 | 3 | |
| 8 | 2 | |
| 10 | 2 | |
| 11 | 1 | 2.0% |
| Value | Count | Frequency (%) |
| 40 | 2 | |
| 37 | 1 | 2.0% |
| 36 | 1 | 2.0% |
| 27 | 1 | 2.0% |
| 25 | 1 | 2.0% |
| 24 | 2 | |
| 22 | 1 | 2.0% |
| 20 | 3 | |
| 19 | 1 | 2.0% |
| 16 | 2 |
YearsCodePro
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 18 |
|---|---|
| Distinct (%) | 54.5% |
| Missing | 17 |
| Missing (%) | 34.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.454545 |
| Minimum | 2 |
|---|---|
| Maximum | 40 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| median | 7 |
| Q3 | 17 |
| 95-th percentile | 27 |
| Maximum | 40 |
| Range | 38 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 9.196096 |
|---|---|
| Coefficient of variation (CV) | 0.80283378 |
| Kurtosis | 1.4716573 |
| Mean | 11.454545 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.2906832 |
| Sum | 378 |
| Variance | 84.568182 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 6 | 12.0% |
| 4 | 4 | 8.0% |
| 3 | 3 | 6.0% |
| 6 | 2 | 4.0% |
| 10 | 2 | 4.0% |
| 15 | 2 | 4.0% |
| 22 | 2 | 4.0% |
| 14 | 2 | 4.0% |
| 30 | 1 | 2.0% |
| 2 | 1 | 2.0% |
| Other values (8) | 8 | |
| (Missing) | 17 |
| Value | Count | Frequency (%) |
| 2 | 1 | 2.0% |
| 3 | 3 | |
| 4 | 4 | |
| 5 | 6 | |
| 6 | 2 | 4.0% |
| 7 | 1 | 2.0% |
| 9 | 1 | 2.0% |
| 10 | 2 | 4.0% |
| 14 | 2 | 4.0% |
| 15 | 2 | 4.0% |
| Value | Count | Frequency (%) |
| 40 | 1 | |
| 30 | 1 | |
| 25 | 1 | |
| 22 | 2 | |
| 21 | 1 | |
| 20 | 1 | |
| 18 | 1 | |
| 17 | 1 | |
| 15 | 2 | |
| 14 | 2 |
DevType
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 24 |
|---|---|
| Distinct (%) | 63.2% |
| Missing | 12 |
| Missing (%) | 24.0% |
| Memory size | 528.0 B |
| Developer, full-stack | |
|---|---|
| Developer, full-stack;Developer, back-end | |
| Developer, back-end | |
| Student | 2 |
| Developer, front-end;Developer, full-stack;Developer, back-end;Database administrator | 2 |
| Other values (19) |
Length
| Max length | 294 |
|---|---|
| Median length | 109 |
| Mean length | 53.5 |
| Min length | 7 |
Characters and Unicode
| Total characters | 2033 |
|---|---|
| Distinct characters | 37 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 18 ? |
|---|---|
| Unique (%) | 47.4% |
Sample
| 1st row | Data scientist or machine learning specialist;Developer, front-end;Engineer, data;Engineer, site reliability |
|---|---|
| 2nd row | Developer, full-stack |
| 3rd row | Developer, front-end;Developer, full-stack;Developer, back-end;Developer, desktop or enterprise applications;Developer, QA or test |
| 4th row | Developer, full-stack;Student |
| 5th row | Developer, back-end |
Common Values
| Value | Count | Frequency (%) |
| Developer, full-stack | 8 | |
| Developer, full-stack;Developer, back-end | 3 | 6.0% |
| Developer, back-end | 3 | 6.0% |
| Student | 2 | 4.0% |
| Developer, front-end;Developer, full-stack;Developer, back-end;Database administrator | 2 | 4.0% |
| Developer, back-end;Developer, desktop or enterprise applications | 2 | 4.0% |
| Developer, desktop or enterprise applications;Developer, mobile;Educator | 1 | 2.0% |
| Engineering manager | 1 | 2.0% |
| Developer, front-end | 1 | 2.0% |
| Data scientist or machine learning specialist;Engineer, data;Developer, back-end | 1 | 2.0% |
| Other values (14) | 14 | |
| (Missing) | 12 |
Length
| Value | Count | Frequency (%) |
| developer | 30 | |
| or | 15 | 8.9% |
| full-stack;developer | 9 | 5.3% |
| full-stack | 8 | 4.7% |
| back-end | 7 | 4.1% |
| desktop | 6 | 3.6% |
| enterprise | 6 | 3.6% |
| back-end;developer | 5 | 3.0% |
| front-end;developer | 5 | 3.0% |
| applications | 4 | 2.4% |
| Other values (50) | 74 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 313 | |
| r | 138 | 6.8% |
| 131 | 6.4% | |
| l | 123 | 6.1% |
| a | 120 | 5.9% |
| o | 108 | 5.3% |
| t | 101 | 5.0% |
| p | 98 | 4.8% |
| n | 97 | 4.8% |
| s | 86 | 4.2% |
| Other values (27) | 718 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1641 | |
| Space Separator | 131 | 6.4% |
| Other Punctuation | 117 | 5.8% |
| Uppercase Letter | 97 | 4.8% |
| Dash Punctuation | 45 | 2.2% |
| Open Punctuation | 1 | < 0.1% |
| Close Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 313 | |
| r | 138 | 8.4% |
| l | 123 | 7.5% |
| a | 120 | 7.3% |
| o | 108 | 6.6% |
| t | 101 | 6.2% |
| p | 98 | 6.0% |
| n | 97 | 5.9% |
| s | 86 | 5.2% |
| i | 79 | 4.8% |
| Other values (12) | 378 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 71 | |
| E | 8 | 8.2% |
| S | 4 | 4.1% |
| A | 4 | 4.1% |
| O | 4 | 4.1% |
| C | 3 | 3.1% |
| Q | 2 | 2.1% |
| P | 1 | 1.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 64 | |
| ; | 52 | |
| : | 1 | 0.9% |
Space Separator
| Value | Count | Frequency (%) |
| 131 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 45 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1738 | |
| Common | 295 | 14.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 313 | |
| r | 138 | 7.9% |
| l | 123 | 7.1% |
| a | 120 | 6.9% |
| o | 108 | 6.2% |
| t | 101 | 5.8% |
| p | 98 | 5.6% |
| n | 97 | 5.6% |
| s | 86 | 4.9% |
| i | 79 | 4.5% |
| Other values (20) | 475 |
Common
| Value | Count | Frequency (%) |
| 131 | ||
| , | 64 | |
| ; | 52 | 17.6% |
| - | 45 | 15.3% |
| ( | 1 | 0.3% |
| ) | 1 | 0.3% |
| : | 1 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2033 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 313 | |
| r | 138 | 6.8% |
| 131 | 6.4% | |
| l | 123 | 6.1% |
| a | 120 | 5.9% |
| o | 108 | 5.3% |
| t | 101 | 5.0% |
| p | 98 | 4.8% |
| n | 97 | 4.8% |
| s | 86 | 4.2% |
| Other values (27) | 718 |
OrgSize
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 9 |
|---|---|
| Distinct (%) | 27.3% |
| Missing | 17 |
| Missing (%) | 34.0% |
| Memory size | 528.0 B |
| 20 to 99 employees | |
|---|---|
| 100 to 499 employees | |
| Just me - I am a freelancer, sole proprietor, etc. | |
| 2 to 9 employees | |
| 1,000 to 4,999 employees | |
| Other values (4) |
Length
| Max length | 50 |
|---|---|
| Median length | 24 |
| Mean length | 23.878788 |
| Min length | 12 |
Characters and Unicode
| Total characters | 788 |
|---|---|
| Distinct characters | 31 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 9.1% |
Sample
| 1st row | 20 to 99 employees |
|---|---|
| 2nd row | 100 to 499 employees |
| 3rd row | 20 to 99 employees |
| 4th row | I don’t know |
| 5th row | Just me - I am a freelancer, sole proprietor, etc. |
Common Values
| Value | Count | Frequency (%) |
| 20 to 99 employees | 11 | |
| 100 to 499 employees | 7 | |
| Just me - I am a freelancer, sole proprietor, etc. | 5 | 10.0% |
| 2 to 9 employees | 3 | 6.0% |
| 1,000 to 4,999 employees | 2 | 4.0% |
| 10,000 or more employees | 2 | 4.0% |
| I don’t know | 1 | 2.0% |
| 5,000 to 9,999 employees | 1 | 2.0% |
| 500 to 999 employees | 1 | 2.0% |
| (Missing) | 17 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| employees | 27 | |
| to | 25 | |
| 20 | 11 | 6.8% |
| 99 | 11 | 6.8% |
| 100 | 7 | 4.3% |
| 499 | 7 | 4.3% |
| i | 6 | 3.7% |
| a | 5 | 3.1% |
| etc | 5 | 3.1% |
| sole | 5 | 3.1% |
| Other values (19) | 52 |
Most occurring characters
| Value | Count | Frequency (%) |
| 128 | ||
| e | 118 | |
| o | 73 | |
| 9 | 52 | 6.6% |
| 0 | 44 | 5.6% |
| t | 41 | 5.2% |
| m | 39 | 4.9% |
| s | 37 | 4.7% |
| p | 37 | 4.7% |
| l | 37 | 4.7% |
| Other values (21) | 182 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 488 | |
| Decimal Number | 132 | 16.8% |
| Space Separator | 128 | 16.2% |
| Other Punctuation | 23 | 2.9% |
| Uppercase Letter | 11 | 1.4% |
| Dash Punctuation | 5 | 0.6% |
| Final Punctuation | 1 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 118 | |
| o | 73 | |
| t | 41 | 8.4% |
| m | 39 | 8.0% |
| s | 37 | 7.6% |
| p | 37 | 7.6% |
| l | 37 | 7.6% |
| r | 29 | 5.9% |
| y | 27 | 5.5% |
| a | 15 | 3.1% |
| Other values (8) | 35 | 7.2% |
Decimal Number
| Value | Count | Frequency (%) |
| 9 | 52 | |
| 0 | 44 | |
| 2 | 14 | 10.6% |
| 1 | 11 | 8.3% |
| 4 | 9 | 6.8% |
| 5 | 2 | 1.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 18 | |
| . | 5 | 21.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 6 | |
| J | 5 |
Space Separator
| Value | Count | Frequency (%) |
| 128 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 5 |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 499 | |
| Common | 289 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 118 | |
| o | 73 | |
| t | 41 | 8.2% |
| m | 39 | 7.8% |
| s | 37 | 7.4% |
| p | 37 | 7.4% |
| l | 37 | 7.4% |
| r | 29 | 5.8% |
| y | 27 | 5.4% |
| a | 15 | 3.0% |
| Other values (10) | 46 | 9.2% |
Common
| Value | Count | Frequency (%) |
| 128 | ||
| 9 | 52 | |
| 0 | 44 | 15.2% |
| , | 18 | 6.2% |
| 2 | 14 | 4.8% |
| 1 | 11 | 3.8% |
| 4 | 9 | 3.1% |
| . | 5 | 1.7% |
| - | 5 | 1.7% |
| 5 | 2 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 787 | |
| Punctuation | 1 | 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 128 | ||
| e | 118 | |
| o | 73 | |
| 9 | 52 | 6.6% |
| 0 | 44 | 5.6% |
| t | 41 | 5.2% |
| m | 39 | 5.0% |
| s | 37 | 4.7% |
| p | 37 | 4.7% |
| l | 37 | 4.7% |
| Other values (20) | 181 |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 1 |
PurchaseInfluence
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | 9.1% |
| Missing | 17 |
| Missing (%) | 34.0% |
| Memory size | 528.0 B |
| I have some influence | |
|---|---|
| I have little or no influence | |
| I have a great deal of influence |
Length
| Max length | 32 |
|---|---|
| Median length | 29 |
| Mean length | 25.848485 |
| Min length | 21 |
Characters and Unicode
| Total characters | 853 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | I have some influence |
|---|---|
| 2nd row | I have some influence |
| 3rd row | I have some influence |
| 4th row | I have little or no influence |
| 5th row | I have a great deal of influence |
Common Values
| Value | Count | Frequency (%) |
| I have some influence | 16 | |
| I have little or no influence | 9 | |
| I have a great deal of influence | 8 | |
| (Missing) | 17 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| i | 33 | |
| have | 33 | |
| influence | 33 | |
| some | 16 | |
| little | 9 | 5.2% |
| or | 9 | 5.2% |
| no | 9 | 5.2% |
| a | 8 | 4.6% |
| great | 8 | 4.6% |
| deal | 8 | 4.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 141 | ||
| e | 140 | |
| n | 75 | 8.8% |
| l | 59 | 6.9% |
| a | 57 | 6.7% |
| i | 42 | 4.9% |
| o | 42 | 4.9% |
| f | 41 | 4.8% |
| c | 33 | 3.9% |
| u | 33 | 3.9% |
| Other values (9) | 190 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 679 | |
| Space Separator | 141 | 16.5% |
| Uppercase Letter | 33 | 3.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 140 | |
| n | 75 | |
| l | 59 | |
| a | 57 | |
| i | 42 | 6.2% |
| o | 42 | 6.2% |
| f | 41 | 6.0% |
| c | 33 | 4.9% |
| u | 33 | 4.9% |
| v | 33 | 4.9% |
| Other values (7) | 124 |
Space Separator
| Value | Count | Frequency (%) |
| 141 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 33 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 712 | |
| Common | 141 | 16.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 140 | |
| n | 75 | |
| l | 59 | 8.3% |
| a | 57 | 8.0% |
| i | 42 | 5.9% |
| o | 42 | 5.9% |
| f | 41 | 5.8% |
| c | 33 | 4.6% |
| u | 33 | 4.6% |
| I | 33 | 4.6% |
| Other values (8) | 157 |
Common
| Value | Count | Frequency (%) |
| 141 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 853 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 141 | ||
| e | 140 | |
| n | 75 | 8.8% |
| l | 59 | 6.9% |
| a | 57 | 6.7% |
| i | 42 | 4.9% |
| o | 42 | 4.9% |
| f | 41 | 4.8% |
| c | 33 | 3.9% |
| u | 33 | 3.9% |
| Other values (9) | 190 |
BuyNewTool
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 19 |
|---|---|
| Distinct (%) | 42.2% |
| Missing | 5 |
| Missing (%) | 10.0% |
| Memory size | 528.0 B |
| Start a free trial;Visit developer communities like Stack Overflow;Ask developers I know/work with | |
|---|---|
| Start a free trial | |
| Start a free trial;Ask developers I know/work with | |
| Start a free trial;Visit developer communities like Stack Overflow | |
| Other (please specify): | |
| Other values (14) |
Length
| Max length | 213 |
|---|---|
| Median length | 124 |
| Mean length | 72.288889 |
| Min length | 18 |
Characters and Unicode
| Total characters | 3253 |
|---|---|
| Distinct characters | 36 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 12 ? |
|---|---|
| Unique (%) | 26.7% |
Sample
| 1st row | Other (please specify): |
|---|---|
| 2nd row | Start a free trial;Visit developer communities like Stack Overflow |
| 3rd row | Other (please specify): |
| 4th row | Start a free trial;Visit developer communities like Stack Overflow |
| 5th row | Start a free trial |
Common Values
| Value | Count | Frequency (%) |
| Start a free trial;Visit developer communities like Stack Overflow;Ask developers I know/work with | 10 | |
| Start a free trial | 6 | |
| Start a free trial;Ask developers I know/work with | 5 | |
| Start a free trial;Visit developer communities like Stack Overflow | 4 | 8.0% |
| Other (please specify): | 4 | 8.0% |
| Visit developer communities like Stack Overflow | 2 | 4.0% |
| Visit developer communities like Stack Overflow;Read ratings or reviews on third party sites like G2Crowd | 2 | 4.0% |
| Other (please specify):;Ask developers I know/work with | 1 | 2.0% |
| Visit developer communities like Stack Overflow;Ask developers I know/work with;Read ratings or reviews on third party sites like G2Crowd | 1 | 2.0% |
| Start a free trial;Visit developer communities like Stack Overflow;Ask developers I know/work with;Research companies that have advertised on sites I visit;Read ratings or reviews on third party sites like G2Crowd | 1 | 2.0% |
| Other values (9) | 9 | |
| (Missing) | 5 |
Length
| Value | Count | Frequency (%) |
| a | 32 | 6.9% |
| free | 32 | 6.9% |
| like | 31 | 6.7% |
| start | 31 | 6.7% |
| i | 27 | 5.8% |
| stack | 24 | 5.2% |
| communities | 24 | 5.2% |
| developer | 24 | 5.2% |
| developers | 23 | 5.0% |
| know/work | 23 | 5.0% |
| Other values (31) | 191 |
Most occurring characters
| Value | Count | Frequency (%) |
| 417 | ||
| e | 368 | 11.3% |
| r | 247 | 7.6% |
| t | 246 | 7.6% |
| i | 237 | 7.3% |
| o | 170 | 5.2% |
| a | 168 | 5.2% |
| s | 160 | 4.9% |
| l | 141 | 4.3% |
| k | 124 | 3.8% |
| Other values (26) | 975 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2547 | |
| Space Separator | 417 | 12.8% |
| Uppercase Letter | 186 | 5.7% |
| Other Punctuation | 82 | 2.5% |
| Open Punctuation | 7 | 0.2% |
| Close Punctuation | 7 | 0.2% |
| Decimal Number | 7 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 368 | |
| r | 247 | |
| t | 246 | |
| i | 237 | |
| o | 170 | 6.7% |
| a | 168 | 6.6% |
| s | 160 | 6.3% |
| l | 141 | 5.5% |
| k | 124 | 4.9% |
| w | 107 | 4.2% |
| Other values (11) | 579 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 56 | |
| O | 31 | |
| I | 27 | |
| V | 24 | |
| A | 23 | |
| R | 11 | 5.9% |
| G | 7 | 3.8% |
| C | 7 | 3.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 52 | |
| / | 23 | |
| : | 7 | 8.5% |
Space Separator
| Value | Count | Frequency (%) |
| 417 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 7 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 7 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 7 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2733 | |
| Common | 520 | 16.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 368 | |
| r | 247 | 9.0% |
| t | 246 | 9.0% |
| i | 237 | 8.7% |
| o | 170 | 6.2% |
| a | 168 | 6.1% |
| s | 160 | 5.9% |
| l | 141 | 5.2% |
| k | 124 | 4.5% |
| w | 107 | 3.9% |
| Other values (19) | 765 |
Common
| Value | Count | Frequency (%) |
| 417 | ||
| ; | 52 | 10.0% |
| / | 23 | 4.4% |
| ( | 7 | 1.3% |
| ) | 7 | 1.3% |
| : | 7 | 1.3% |
| 2 | 7 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3253 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 417 | ||
| e | 368 | 11.3% |
| r | 247 | 7.6% |
| t | 246 | 7.6% |
| i | 237 | 7.3% |
| o | 170 | 5.2% |
| a | 168 | 5.2% |
| s | 160 | 4.9% |
| l | 141 | 4.3% |
| k | 124 | 3.8% |
| Other values (26) | 975 |
Country
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 21 |
|---|---|
| Distinct (%) | 43.8% |
| Missing | 2 |
| Missing (%) | 4.0% |
| Memory size | 528.0 B |
| United States of America | |
|---|---|
| Israel | |
| Austria | |
| Germany | |
| Canada | |
| Other values (16) |
Length
| Max length | 52 |
|---|---|
| Median length | 24 |
| Mean length | 12.375 |
| Min length | 4 |
Characters and Unicode
| Total characters | 594 |
|---|---|
| Distinct characters | 37 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 12 ? |
|---|---|
| Unique (%) | 25.0% |
Sample
| 1st row | Canada |
|---|---|
| 2nd row | United Kingdom of Great Britain and Northern Ireland |
| 3rd row | Israel |
| 4th row | United States of America |
| 5th row | Germany |
Common Values
| Value | Count | Frequency (%) |
| United States of America | 9 | |
| Israel | 7 | |
| Austria | 4 | 8.0% |
| Germany | 4 | 8.0% |
| Canada | 4 | 8.0% |
| Netherlands | 2 | 4.0% |
| Czech Republic | 2 | 4.0% |
| India | 2 | 4.0% |
| United Kingdom of Great Britain and Northern Ireland | 2 | 4.0% |
| Croatia | 1 | 2.0% |
| Other values (11) | 11 | |
| (Missing) | 2 | 4.0% |
Length
| Value | Count | Frequency (%) |
| united | 11 | 12.0% |
| of | 11 | 12.0% |
| america | 9 | 9.8% |
| states | 9 | 9.8% |
| israel | 7 | 7.6% |
| austria | 4 | 4.3% |
| germany | 4 | 4.3% |
| canada | 4 | 4.3% |
| ireland | 3 | 3.3% |
| great | 2 | 2.2% |
| Other values (20) | 28 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 74 | |
| e | 61 | 10.3% |
| t | 45 | 7.6% |
| 44 | 7.4% | |
| r | 44 | 7.4% |
| i | 40 | 6.7% |
| n | 39 | 6.6% |
| d | 30 | 5.1% |
| s | 26 | 4.4% |
| o | 20 | 3.4% |
| Other values (27) | 171 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 471 | |
| Uppercase Letter | 79 | 13.3% |
| Space Separator | 44 | 7.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 74 | |
| e | 61 | |
| t | 45 | |
| r | 44 | |
| i | 40 | |
| n | 39 | |
| d | 30 | |
| s | 26 | 5.5% |
| o | 20 | 4.2% |
| l | 18 | 3.8% |
| Other values (13) | 74 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 14 | |
| I | 14 | |
| S | 12 | |
| U | 11 | |
| C | 7 | |
| G | 6 | |
| N | 5 | 6.3% |
| R | 3 | 3.8% |
| B | 2 | 2.5% |
| K | 2 | 2.5% |
| Other values (3) | 3 | 3.8% |
Space Separator
| Value | Count | Frequency (%) |
| 44 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 550 | |
| Common | 44 | 7.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 74 | |
| e | 61 | 11.1% |
| t | 45 | 8.2% |
| r | 44 | 8.0% |
| i | 40 | 7.3% |
| n | 39 | 7.1% |
| d | 30 | 5.5% |
| s | 26 | 4.7% |
| o | 20 | 3.6% |
| l | 18 | 3.3% |
| Other values (26) | 153 |
Common
| Value | Count | Frequency (%) |
| 44 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 594 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 74 | |
| e | 61 | 10.3% |
| t | 45 | 7.6% |
| 44 | 7.4% | |
| r | 44 | 7.4% |
| i | 40 | 6.7% |
| n | 39 | 6.6% |
| d | 30 | 5.1% |
| s | 26 | 4.4% |
| o | 20 | 3.4% |
| Other values (27) | 171 |
Currency
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 10 |
|---|---|
| Distinct (%) | 29.4% |
| Missing | 16 |
| Missing (%) | 32.0% |
| Memory size | 528.0 B |
| EUR European Euro | |
|---|---|
| USD United States dollar | |
| ILS Israeli new shekel | |
| CAD Canadian dollar | |
| GBP Pound sterling | |
| Other values (5) |
Length
| Max length | 24 |
|---|---|
| Median length | 22 |
| Mean length | 19.705882 |
| Min length | 16 |
Characters and Unicode
| Total characters | 670 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 11.8% |
Sample
| 1st row | CAD Canadian dollar |
|---|---|
| 2nd row | GBP Pound sterling |
| 3rd row | ILS Israeli new shekel |
| 4th row | USD United States dollar |
| 5th row | EUR European Euro |
Common Values
| Value | Count | Frequency (%) |
| EUR European Euro | 10 | |
| USD United States dollar | 9 | |
| ILS Israeli new shekel | 4 | 8.0% |
| CAD Canadian dollar | 3 | 6.0% |
| GBP Pound sterling | 2 | 4.0% |
| CZK Czech koruna | 2 | 4.0% |
| HRK Croatian kuna | 1 | 2.0% |
| AUD Australian dollar | 1 | 2.0% |
| RUB Russian ruble | 1 | 2.0% |
| PLN Polish zloty | 1 | 2.0% |
| (Missing) | 16 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| dollar | 13 | 11.3% |
| eur | 10 | 8.7% |
| euro | 10 | 8.7% |
| european | 10 | 8.7% |
| usd | 9 | 7.8% |
| united | 9 | 7.8% |
| states | 9 | 7.8% |
| ils | 4 | 3.5% |
| israeli | 4 | 3.5% |
| new | 4 | 3.5% |
| Other values (20) | 33 |
Most occurring characters
| Value | Count | Frequency (%) |
| 57 | 8.5% | |
| a | 53 | 7.9% |
| e | 49 | 7.3% |
| r | 44 | 6.6% |
| l | 40 | 6.0% |
| o | 40 | 6.0% |
| n | 39 | 5.8% |
| t | 32 | 4.8% |
| E | 30 | 4.5% |
| U | 30 | 4.5% |
| Other values (28) | 256 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 434 | |
| Uppercase Letter | 155 | 23.1% |
| Space Separator | 57 | 8.5% |
| Control | 24 | 3.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 53 | |
| e | 49 | |
| r | 44 | |
| l | 40 | |
| o | 40 | |
| n | 39 | |
| t | 32 | |
| u | 28 | |
| d | 27 | |
| s | 23 | 5.3% |
| Other values (10) | 59 |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 30 | |
| U | 30 | |
| S | 22 | |
| D | 13 | |
| R | 13 | |
| C | 11 | 7.1% |
| I | 8 | 5.2% |
| P | 6 | 3.9% |
| L | 5 | 3.2% |
| A | 5 | 3.2% |
| Other values (6) | 12 | 7.7% |
Space Separator
| Value | Count | Frequency (%) |
| 57 |
Control
| Value | Count | Frequency (%) |
| 24 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 589 | |
| Common | 81 | 12.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 53 | 9.0% |
| e | 49 | 8.3% |
| r | 44 | 7.5% |
| l | 40 | 6.8% |
| o | 40 | 6.8% |
| n | 39 | 6.6% |
| t | 32 | 5.4% |
| E | 30 | 5.1% |
| U | 30 | 5.1% |
| u | 28 | 4.8% |
| Other values (26) | 204 |
Common
| Value | Count | Frequency (%) |
| 57 | ||
| 24 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 670 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 57 | 8.5% | |
| a | 53 | 7.9% |
| e | 49 | 7.3% |
| r | 44 | 6.6% |
| l | 40 | 6.0% |
| o | 40 | 6.0% |
| n | 39 | 5.8% |
| t | 32 | 4.8% |
| E | 30 | 4.5% |
| U | 30 | 4.5% |
| Other values (28) | 256 |
CompTotal
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 20 |
|---|---|
| Distinct (%) | 83.3% |
| Missing | 26 |
| Missing (%) | 52.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79823.333 |
| Minimum | 400 |
|---|---|
| Maximum | 194400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 400 |
|---|---|
| 5-th percentile | 4000 |
| Q1 | 32000 |
| median | 75000 |
| Q3 | 126250 |
| 95-th percentile | 181750 |
| Maximum | 194400 |
| Range | 194000 |
| Interquartile range (IQR) | 94250 |
Descriptive statistics
| Standard deviation | 56585.3 |
|---|---|
| Coefficient of variation (CV) | 0.7088817 |
| Kurtosis | -0.70310023 |
| Mean | 79823.333 |
| Median Absolute Deviation (MAD) | 44000 |
| Skewness | 0.37871952 |
| Sum | 1915760 |
| Variance | 3.2018962 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 130000 | 3 | 6.0% |
| 32000 | 2 | 4.0% |
| 4000 | 2 | 4.0% |
| 48000 | 1 | 2.0% |
| 106960 | 1 | 2.0% |
| 135000 | 1 | 2.0% |
| 400 | 1 | 2.0% |
| 19000 | 1 | 2.0% |
| 30000 | 1 | 2.0% |
| 102000 | 1 | 2.0% |
| Other values (10) | 10 | 20.0% |
| (Missing) | 26 |
| Value | Count | Frequency (%) |
| 400 | 1 | |
| 4000 | 2 | |
| 19000 | 1 | |
| 30000 | 1 | |
| 32000 | 2 | |
| 37000 | 1 | |
| 46000 | 1 | |
| 48000 | 1 | |
| 60000 | 1 | |
| 65000 | 1 |
| Value | Count | Frequency (%) |
| 194400 | 1 | 2.0% |
| 190000 | 1 | 2.0% |
| 135000 | 1 | 2.0% |
| 130000 | 3 | |
| 125000 | 1 | 2.0% |
| 110000 | 1 | 2.0% |
| 106960 | 1 | 2.0% |
| 102000 | 1 | 2.0% |
| 100000 | 1 | 2.0% |
| 85000 | 1 | 2.0% |
CompFreq
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | 11.5% |
| Missing | 24 |
| Missing (%) | 48.0% |
| Memory size | 528.0 B |
| Yearly | |
|---|---|
| Monthly | |
| Weekly | 1 |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.3461538 |
| Min length | 6 |
Characters and Unicode
| Total characters | 165 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 3.8% |
Sample
| 1st row | Yearly |
|---|---|
| 2nd row | Monthly |
| 3rd row | Yearly |
| 4th row | Yearly |
| 5th row | Yearly |
Common Values
| Value | Count | Frequency (%) |
| Yearly | 16 | |
| Monthly | 9 | 18.0% |
| Weekly | 1 | 2.0% |
| (Missing) | 24 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| yearly | 16 | |
| monthly | 9 | |
| weekly | 1 | 3.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 26 | |
| y | 26 | |
| e | 18 | |
| Y | 16 | |
| a | 16 | |
| r | 16 | |
| M | 9 | 5.5% |
| o | 9 | 5.5% |
| n | 9 | 5.5% |
| t | 9 | 5.5% |
| Other values (3) | 11 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 139 | |
| Uppercase Letter | 26 | 15.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 26 | |
| y | 26 | |
| e | 18 | |
| a | 16 | |
| r | 16 | |
| o | 9 | 6.5% |
| n | 9 | 6.5% |
| t | 9 | 6.5% |
| h | 9 | 6.5% |
| k | 1 | 0.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| Y | 16 | |
| M | 9 | |
| W | 1 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 165 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| l | 26 | |
| y | 26 | |
| e | 18 | |
| Y | 16 | |
| a | 16 | |
| r | 16 | |
| M | 9 | 5.5% |
| o | 9 | 5.5% |
| n | 9 | 5.5% |
| t | 9 | 5.5% |
| Other values (3) | 11 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 165 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| l | 26 | |
| y | 26 | |
| e | 18 | |
| Y | 16 | |
| a | 16 | |
| r | 16 | |
| M | 9 | 5.5% |
| o | 9 | 5.5% |
| n | 9 | 5.5% |
| t | 9 | 5.5% |
| Other values (3) | 11 |
LanguageHaveWorkedWith
Categorical
HIGH CORRELATION  MISSING  UNIFORM 
| Distinct | 45 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 4 |
| Missing (%) | 8.0% |
| Memory size | 528.0 B |
| JavaScript;TypeScript | 2 |
|---|---|
| C#;C++;HTML/CSS;Java;JavaScript;MATLAB;Python;SQL | 1 |
| Bash/Shell;Groovy;HTML/CSS;Java;JavaScript;SQL | 1 |
| C#;HTML/CSS;JavaScript;Rust;TypeScript | 1 |
| C;C++ | 1 |
| Other values (40) |
Length
| Max length | 64 |
|---|---|
| Median length | 42 |
| Mean length | 31.695652 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1458 |
|---|---|
| Distinct characters | 42 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 44 ? |
|---|---|
| Unique (%) | 95.7% |
Sample
| 1st row | JavaScript;TypeScript |
|---|---|
| 2nd row | C#;C++;HTML/CSS;JavaScript;Python |
| 3rd row | C#;JavaScript;SQL;TypeScript |
| 4th row | C#;HTML/CSS;JavaScript;SQL;Swift;TypeScript |
| 5th row | C++;Lua |
Common Values
| Value | Count | Frequency (%) |
| JavaScript;TypeScript | 2 | 4.0% |
| C#;C++;HTML/CSS;Java;JavaScript;MATLAB;Python;SQL | 1 | 2.0% |
| Bash/Shell;Groovy;HTML/CSS;Java;JavaScript;SQL | 1 | 2.0% |
| C#;HTML/CSS;JavaScript;Rust;TypeScript | 1 | 2.0% |
| C;C++ | 1 | 2.0% |
| C#;JavaScript;PowerShell;SQL | 1 | 2.0% |
| C#;HTML/CSS;JavaScript;SQL | 1 | 2.0% |
| C++;Python | 1 | 2.0% |
| C++;Go;Python | 1 | 2.0% |
| HTML/CSS;JavaScript;Python;SQL;TypeScript | 1 | 2.0% |
| Other values (35) | 35 | |
| (Missing) | 4 | 8.0% |
Length
| Value | Count | Frequency (%) |
| javascript;typescript | 2 | 4.3% |
| vba | 1 | 2.2% |
| c#;c++;html/css;javascript;python | 1 | 2.2% |
| c#;javascript;sql;typescript | 1 | 2.2% |
| c#;html/css;javascript;sql;swift;typescript | 1 | 2.2% |
| c++;lua | 1 | 2.2% |
| c++;html/css;javascript;php;python;typescript | 1 | 2.2% |
| c;c++;html/css;java;javascript;sql | 1 | 2.2% |
| delphi;java;swift | 1 | 2.2% |
| bash/shell;c#;html/css;javascript;powershell;sql | 1 | 2.2% |
| Other values (35) | 35 |
Most occurring characters
| Value | Count | Frequency (%) |
| ; | 172 | 11.8% |
| S | 142 | 9.7% |
| a | 101 | 6.9% |
| t | 76 | 5.2% |
| p | 66 | 4.5% |
| C | 58 | 4.0% |
| r | 58 | 4.0% |
| i | 56 | 3.8% |
| L | 55 | 3.8% |
| c | 49 | 3.4% |
| Other values (32) | 625 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 702 | |
| Uppercase Letter | 510 | |
| Other Punctuation | 222 | 15.2% |
| Math Symbol | 24 | 1.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 101 | |
| t | 76 | |
| p | 66 | |
| r | 58 | |
| i | 56 | |
| c | 49 | 7.0% |
| v | 44 | 6.3% |
| y | 42 | 6.0% |
| h | 40 | 5.7% |
| e | 39 | 5.6% |
| Other values (11) | 131 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 142 | |
| C | 58 | |
| L | 55 | 10.8% |
| T | 45 | 8.8% |
| J | 42 | 8.2% |
| P | 40 | 7.8% |
| H | 34 | 6.7% |
| M | 27 | 5.3% |
| Q | 26 | 5.1% |
| B | 12 | 2.4% |
| Other values (7) | 29 | 5.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 172 | |
| / | 33 | 14.9% |
| # | 17 | 7.7% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 24 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1212 | |
| Common | 246 | 16.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 142 | 11.7% |
| a | 101 | 8.3% |
| t | 76 | 6.3% |
| p | 66 | 5.4% |
| C | 58 | 4.8% |
| r | 58 | 4.8% |
| i | 56 | 4.6% |
| L | 55 | 4.5% |
| c | 49 | 4.0% |
| T | 45 | 3.7% |
| Other values (28) | 506 |
Common
| Value | Count | Frequency (%) |
| ; | 172 | |
| / | 33 | 13.4% |
| + | 24 | 9.8% |
| # | 17 | 6.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1458 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| ; | 172 | 11.8% |
| S | 142 | 9.7% |
| a | 101 | 6.9% |
| t | 76 | 5.2% |
| p | 66 | 4.5% |
| C | 58 | 4.0% |
| r | 58 | 4.0% |
| i | 56 | 3.8% |
| L | 55 | 3.8% |
| c | 49 | 3.4% |
| Other values (32) | 625 |
LanguageWantToWorkWith
Categorical
HIGH CORRELATION  MISSING  UNIFORM 
| Distinct | 43 |
|---|---|
| Distinct (%) | 95.6% |
| Missing | 5 |
| Missing (%) | 10.0% |
| Memory size | 528.0 B |
| TypeScript | 2 |
|---|---|
| Python | 2 |
| Rust;TypeScript | 1 |
| C#;Dart;Java;Kotlin;Swift;TypeScript | 1 |
| Bash/Shell;Groovy;HTML/CSS;Java;JavaScript;Python | 1 |
| Other values (38) |
Length
| Max length | 79 |
|---|---|
| Median length | 36 |
| Mean length | 26.955556 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1213 |
|---|---|
| Distinct characters | 43 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 41 ? |
|---|---|
| Unique (%) | 91.1% |
Sample
| 1st row | Rust;TypeScript |
|---|---|
| 2nd row | C#;C++;HTML/CSS;JavaScript;TypeScript |
| 3rd row | C#;SQL;TypeScript |
| 4th row | C#;Elixir;F#;Go;JavaScript;Rust;TypeScript |
| 5th row | Lua |
Common Values
| Value | Count | Frequency (%) |
| TypeScript | 2 | 4.0% |
| Python | 2 | 4.0% |
| Rust;TypeScript | 1 | 2.0% |
| C#;Dart;Java;Kotlin;Swift;TypeScript | 1 | 2.0% |
| Bash/Shell;Groovy;HTML/CSS;Java;JavaScript;Python | 1 | 2.0% |
| HTML/CSS;Rust;TypeScript | 1 | 2.0% |
| C++ | 1 | 2.0% |
| Go;Python | 1 | 2.0% |
| HTML/CSS;JavaScript;Python;SQL | 1 | 2.0% |
| Bash/Shell;Go;Python | 1 | 2.0% |
| Other values (33) | 33 | |
| (Missing) | 5 | 10.0% |
Length
| Value | Count | Frequency (%) |
| typescript | 2 | 4.4% |
| python | 2 | 4.4% |
| bash/shell;html/css;java;javascript;python;sql;typescript | 1 | 2.2% |
| html/css;python;sql | 1 | 2.2% |
| c++;go;html/css;javascript;lua;rust;typescript | 1 | 2.2% |
| c#;c++;html/css;javascript;typescript | 1 | 2.2% |
| c#;sql;typescript | 1 | 2.2% |
| c#;elixir;f#;go;javascript;rust;typescript | 1 | 2.2% |
| lua | 1 | 2.2% |
| c;c#;c++;elixir;go;html/css;java;javascript;kotlin;python;rust;swift;typescript | 1 | 2.2% |
| Other values (33) | 33 |
Most occurring characters
| Value | Count | Frequency (%) |
| ; | 139 | 11.5% |
| S | 104 | 8.6% |
| t | 74 | 6.1% |
| a | 72 | 5.9% |
| p | 56 | 4.6% |
| i | 55 | 4.5% |
| r | 49 | 4.0% |
| y | 44 | 3.6% |
| l | 42 | 3.5% |
| h | 39 | 3.2% |
| Other values (33) | 539 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 649 | |
| Uppercase Letter | 372 | |
| Other Punctuation | 176 | 14.5% |
| Math Symbol | 16 | 1.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 74 | |
| a | 72 | |
| p | 56 | 8.6% |
| i | 55 | 8.5% |
| r | 49 | 7.6% |
| y | 44 | 6.8% |
| l | 42 | 6.5% |
| h | 39 | 6.0% |
| c | 38 | 5.9% |
| o | 38 | 5.9% |
| Other values (11) | 142 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 104 | |
| L | 38 | 10.2% |
| T | 36 | 9.7% |
| C | 35 | 9.4% |
| P | 26 | 7.0% |
| J | 24 | 6.5% |
| H | 20 | 5.4% |
| Q | 18 | 4.8% |
| M | 16 | 4.3% |
| B | 11 | 3.0% |
| Other values (8) | 44 |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 139 | |
| / | 25 | 14.2% |
| # | 12 | 6.8% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 16 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1021 | |
| Common | 192 | 15.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 104 | 10.2% |
| t | 74 | 7.2% |
| a | 72 | 7.1% |
| p | 56 | 5.5% |
| i | 55 | 5.4% |
| r | 49 | 4.8% |
| y | 44 | 4.3% |
| l | 42 | 4.1% |
| h | 39 | 3.8% |
| c | 38 | 3.7% |
| Other values (29) | 448 |
Common
| Value | Count | Frequency (%) |
| ; | 139 | |
| / | 25 | 13.0% |
| + | 16 | 8.3% |
| # | 12 | 6.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1213 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| ; | 139 | 11.5% |
| S | 104 | 8.6% |
| t | 74 | 6.1% |
| a | 72 | 5.9% |
| p | 56 | 4.6% |
| i | 55 | 4.5% |
| r | 49 | 4.0% |
| y | 44 | 3.6% |
| l | 42 | 3.5% |
| h | 39 | 3.2% |
| Other values (33) | 539 |
DatabaseHaveWorkedWith
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 27 |
|---|---|
| Distinct (%) | 71.1% |
| Missing | 12 |
| Missing (%) | 24.0% |
| Memory size | 528.0 B |
| Microsoft SQL Server | |
|---|---|
| PostgreSQL | |
| MongoDB;MySQL | |
| MySQL | |
| PostgreSQL;Redis;SQLite | 1 |
| Other values (22) |
Length
| Max length | 84 |
|---|---|
| Median length | 44.5 |
| Mean length | 25.710526 |
| Min length | 5 |
Characters and Unicode
| Total characters | 977 |
|---|---|
| Distinct characters | 36 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 23 ? |
|---|---|
| Unique (%) | 60.5% |
Sample
| 1st row | Microsoft SQL Server |
|---|---|
| 2nd row | Microsoft SQL Server |
| 3rd row | Cloud Firestore;Elasticsearch;Microsoft SQL Server;Firebase Realtime Database |
| 4th row | Cloud Firestore;MongoDB;Firebase Realtime Database |
| 5th row | MongoDB;MySQL |
Common Values
| Value | Count | Frequency (%) |
| Microsoft SQL Server | 5 | 10.0% |
| PostgreSQL | 4 | 8.0% |
| MongoDB;MySQL | 3 | 6.0% |
| MySQL | 3 | 6.0% |
| PostgreSQL;Redis;SQLite | 1 | 2.0% |
| MongoDB;SQLite | 1 | 2.0% |
| Microsoft SQL Server;MongoDB;MySQL;Oracle;PostgreSQL | 1 | 2.0% |
| MongoDB;MySQL;SQLite | 1 | 2.0% |
| Elasticsearch;MariaDB;PostgreSQL;Redis | 1 | 2.0% |
| SQLite | 1 | 2.0% |
| Other values (17) | 17 | |
| (Missing) | 12 |
Length
| Value | Count | Frequency (%) |
| sql | 13 | |
| microsoft | 10 | 13.7% |
| server | 5 | 6.8% |
| postgresql | 4 | 5.5% |
| realtime | 3 | 4.1% |
| cloud | 3 | 4.1% |
| mysql | 3 | 4.1% |
| mongodb;mysql | 3 | 4.1% |
| database | 2 | 2.7% |
| server;firebase | 1 | 1.4% |
| Other values (26) | 26 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 86 | 8.8% |
| o | 76 | 7.8% |
| r | 74 | 7.6% |
| S | 67 | 6.9% |
| s | 58 | 5.9% |
| ; | 55 | 5.6% |
| Q | 54 | 5.5% |
| L | 54 | 5.5% |
| t | 51 | 5.2% |
| i | 45 | 4.6% |
| Other values (26) | 357 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 584 | |
| Uppercase Letter | 302 | |
| Other Punctuation | 55 | 5.6% |
| Space Separator | 35 | 3.6% |
| Decimal Number | 1 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 86 | |
| o | 76 | |
| r | 74 | |
| s | 58 | |
| t | 51 | |
| i | 45 | |
| a | 38 | |
| g | 28 | 4.8% |
| c | 24 | 4.1% |
| y | 17 | 2.9% |
| Other values (10) | 87 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 67 | |
| Q | 54 | |
| L | 54 | |
| M | 44 | |
| D | 21 | 7.0% |
| B | 17 | 5.6% |
| P | 16 | 5.3% |
| R | 10 | 3.3% |
| C | 7 | 2.3% |
| F | 6 | 2.0% |
| Other values (3) | 6 | 2.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 55 |
Space Separator
| Value | Count | Frequency (%) |
| 35 |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 886 | |
| Common | 91 | 9.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 86 | 9.7% |
| o | 76 | 8.6% |
| r | 74 | 8.4% |
| S | 67 | 7.6% |
| s | 58 | 6.5% |
| Q | 54 | 6.1% |
| L | 54 | 6.1% |
| t | 51 | 5.8% |
| i | 45 | 5.1% |
| M | 44 | 5.0% |
| Other values (23) | 277 |
Common
| Value | Count | Frequency (%) |
| ; | 55 | |
| 35 | ||
| 4 | 1 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 977 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 86 | 8.8% |
| o | 76 | 7.8% |
| r | 74 | 7.6% |
| S | 67 | 6.9% |
| s | 58 | 5.9% |
| ; | 55 | 5.6% |
| Q | 54 | 5.5% |
| L | 54 | 5.5% |
| t | 51 | 5.2% |
| i | 45 | 4.6% |
| Other values (26) | 357 |
DatabaseWantToWorkWith
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 25 |
|---|---|
| Distinct (%) | 78.1% |
| Missing | 18 |
| Missing (%) | 36.0% |
| Memory size | 528.0 B |
| Microsoft SQL Server | |
|---|---|
| SQLite | |
| PostgreSQL;Redis;SQLite | 2 |
| MySQL | 2 |
| MySQL;PostgreSQL;Redis;SQLite | 1 |
| Other values (20) |
Length
| Max length | 84 |
|---|---|
| Median length | 38 |
| Mean length | 26.5625 |
| Min length | 5 |
Characters and Unicode
| Total characters | 850 |
|---|---|
| Distinct characters | 36 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 21 ? |
|---|---|
| Unique (%) | 65.6% |
Sample
| 1st row | Microsoft SQL Server |
|---|---|
| 2nd row | Microsoft SQL Server |
| 3rd row | Cloud Firestore;Elasticsearch;Firebase Realtime Database;Redis |
| 4th row | MySQL;Oracle;PostgreSQL |
| 5th row | Neo4j;PostgreSQL |
Common Values
| Value | Count | Frequency (%) |
| Microsoft SQL Server | 4 | 8.0% |
| SQLite | 3 | 6.0% |
| PostgreSQL;Redis;SQLite | 2 | 4.0% |
| MySQL | 2 | 4.0% |
| MySQL;PostgreSQL;Redis;SQLite | 1 | 2.0% |
| MongoDB;MySQL;PostgreSQL;Firebase Realtime Database | 1 | 2.0% |
| DynamoDB;Elasticsearch;Microsoft SQL Server;MongoDB;MySQL;PostgreSQL;Redis | 1 | 2.0% |
| PostgreSQL;Redis | 1 | 2.0% |
| Elasticsearch;MariaDB;PostgreSQL;Redis | 1 | 2.0% |
| CouchDB;Elasticsearch;MySQL;PostgreSQL;Redis | 1 | 2.0% |
| Other values (15) | 15 | |
| (Missing) | 18 |
Length
| Value | Count | Frequency (%) |
| sql | 7 | 12.5% |
| microsoft | 5 | 8.9% |
| server | 4 | 7.1% |
| realtime | 4 | 7.1% |
| sqlite | 3 | 5.4% |
| postgresql;redis;sqlite | 2 | 3.6% |
| mysql | 2 | 3.6% |
| database | 2 | 3.6% |
| cloud | 2 | 3.6% |
| postgresql | 1 | 1.8% |
| Other values (24) | 24 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 84 | 9.9% |
| s | 62 | 7.3% |
| r | 59 | 6.9% |
| o | 53 | 6.2% |
| t | 50 | 5.9% |
| ; | 49 | 5.8% |
| S | 48 | 5.6% |
| a | 47 | 5.5% |
| i | 46 | 5.4% |
| Q | 41 | 4.8% |
| Other values (26) | 311 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 538 | |
| Uppercase Letter | 237 | |
| Other Punctuation | 49 | 5.8% |
| Space Separator | 24 | 2.8% |
| Decimal Number | 2 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 84 | |
| s | 62 | |
| r | 59 | |
| o | 53 | |
| t | 50 | |
| a | 47 | |
| i | 46 | |
| c | 25 | 4.6% |
| g | 24 | 4.5% |
| l | 15 | 2.8% |
| Other values (10) | 73 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 48 | |
| Q | 41 | |
| L | 41 | |
| M | 26 | |
| D | 17 | 7.2% |
| P | 17 | 7.2% |
| R | 14 | 5.9% |
| B | 12 | 5.1% |
| E | 8 | 3.4% |
| F | 6 | 2.5% |
| Other values (3) | 7 | 3.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 49 |
Space Separator
| Value | Count | Frequency (%) |
| 24 |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 775 | |
| Common | 75 | 8.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 84 | 10.8% |
| s | 62 | 8.0% |
| r | 59 | 7.6% |
| o | 53 | 6.8% |
| t | 50 | 6.5% |
| S | 48 | 6.2% |
| a | 47 | 6.1% |
| i | 46 | 5.9% |
| Q | 41 | 5.3% |
| L | 41 | 5.3% |
| Other values (23) | 244 |
Common
| Value | Count | Frequency (%) |
| ; | 49 | |
| 24 | ||
| 4 | 2 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 850 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 84 | 9.9% |
| s | 62 | 7.3% |
| r | 59 | 6.9% |
| o | 53 | 6.2% |
| t | 50 | 5.9% |
| ; | 49 | 5.8% |
| S | 48 | 5.6% |
| a | 47 | 5.5% |
| i | 46 | 5.4% |
| Q | 41 | 4.8% |
| Other values (26) | 311 |
PlatformHaveWorkedWith
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 20 |
|---|---|
| Distinct (%) | 71.4% |
| Missing | 22 |
| Missing (%) | 44.0% |
| Memory size | 528.0 B |
| AWS;Microsoft Azure | |
|---|---|
| Microsoft Azure | |
| AWS | |
| AWS;Google Cloud | |
| DigitalOcean;Firebase | 1 |
| Other values (15) |
Length
| Max length | 35 |
|---|---|
| Median length | 25.5 |
| Mean length | 17.785714 |
| Min length | 3 |
Characters and Unicode
| Total characters | 498 |
|---|---|
| Distinct characters | 32 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 16 ? |
|---|---|
| Unique (%) | 57.1% |
Sample
| 1st row | Firebase;Microsoft Azure |
|---|---|
| 2nd row | AWS;Google Cloud;Heroku |
| 3rd row | DigitalOcean;Firebase |
| 4th row | AWS;Microsoft Azure |
| 5th row | AWS;Microsoft Azure |
Common Values
| Value | Count | Frequency (%) |
| AWS;Microsoft Azure | 4 | 8.0% |
| Microsoft Azure | 3 | 6.0% |
| AWS | 3 | 6.0% |
| AWS;Google Cloud | 2 | 4.0% |
| DigitalOcean;Firebase | 1 | 2.0% |
| AWS;Heroku | 1 | 2.0% |
| AWS;DigitalOcean;Heroku | 1 | 2.0% |
| AWS;Firebase;Google Cloud;Heroku | 1 | 2.0% |
| Google Cloud;VMware | 1 | 2.0% |
| Firebase;Microsoft Azure | 1 | 2.0% |
| Other values (10) | 10 | |
| (Missing) | 22 |
Length
| Value | Count | Frequency (%) |
| azure | 10 | |
| aws;microsoft | 4 | 8.3% |
| aws;google | 4 | 8.3% |
| microsoft | 4 | 8.3% |
| 3 | 6.2% | |
| aws | 3 | 6.2% |
| cloud | 2 | 4.2% |
| cloud;ovh;vmware | 2 | 4.2% |
| cloud;heroku | 2 | 4.2% |
| aws;managed | 1 | 2.1% |
| Other values (13) | 13 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 54 | 10.8% |
| e | 42 | 8.4% |
| r | 37 | 7.4% |
| ; | 31 | 6.2% |
| A | 29 | 5.8% |
| u | 25 | 5.0% |
| i | 21 | 4.2% |
| 20 | 4.0% | |
| S | 18 | 3.6% |
| l | 18 | 3.6% |
| Other values (22) | 203 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 319 | |
| Uppercase Letter | 128 | |
| Other Punctuation | 31 | 6.2% |
| Space Separator | 20 | 4.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 54 | |
| e | 42 | |
| r | 37 | |
| u | 25 | 7.8% |
| i | 21 | 6.6% |
| l | 18 | 5.6% |
| s | 16 | 5.0% |
| a | 15 | 4.7% |
| t | 14 | 4.4% |
| c | 13 | 4.1% |
| Other values (8) | 64 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 29 | |
| S | 18 | |
| W | 18 | |
| M | 17 | |
| H | 10 | 7.8% |
| V | 8 | 6.2% |
| G | 8 | 6.2% |
| C | 8 | 6.2% |
| O | 5 | 3.9% |
| F | 4 | 3.1% |
| Other values (2) | 3 | 2.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 31 |
Space Separator
| Value | Count | Frequency (%) |
| 20 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 447 | |
| Common | 51 | 10.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 54 | 12.1% |
| e | 42 | 9.4% |
| r | 37 | 8.3% |
| A | 29 | 6.5% |
| u | 25 | 5.6% |
| i | 21 | 4.7% |
| S | 18 | 4.0% |
| l | 18 | 4.0% |
| W | 18 | 4.0% |
| M | 17 | 3.8% |
| Other values (20) | 168 |
Common
| Value | Count | Frequency (%) |
| ; | 31 | |
| 20 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 498 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 54 | 10.8% |
| e | 42 | 8.4% |
| r | 37 | 7.4% |
| ; | 31 | 6.2% |
| A | 29 | 5.8% |
| u | 25 | 5.0% |
| i | 21 | 4.2% |
| 20 | 4.0% | |
| S | 18 | 3.6% |
| l | 18 | 3.6% |
| Other values (22) | 203 |
PlatformWantToWorkWith
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 14 |
|---|---|
| Distinct (%) | 70.0% |
| Missing | 30 |
| Missing (%) | 60.0% |
| Memory size | 528.0 B |
| AWS | |
|---|---|
| Google Cloud;OVH;VMware | |
| Firebase;Microsoft Azure | |
| DigitalOcean;Firebase;Microsoft Azure;VMware | |
| DigitalOcean;Firebase | |
| Other values (9) |
Length
| Max length | 44 |
|---|---|
| Median length | 29 |
| Mean length | 17.75 |
| Min length | 3 |
Characters and Unicode
| Total characters | 355 |
|---|---|
| Distinct characters | 32 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 12 ? |
|---|---|
| Unique (%) | 60.0% |
Sample
| 1st row | Firebase;Microsoft Azure |
|---|---|
| 2nd row | DigitalOcean;Firebase;Microsoft Azure;VMware |
| 3rd row | DigitalOcean;Firebase |
| 4th row | Microsoft Azure |
| 5th row | AWS;DigitalOcean;Firebase;Linode |
Common Values
| Value | Count | Frequency (%) |
| AWS | 6 | 12.0% |
| Google Cloud;OVH;VMware | 2 | 4.0% |
| Firebase;Microsoft Azure | 1 | 2.0% |
| DigitalOcean;Firebase;Microsoft Azure;VMware | 1 | 2.0% |
| DigitalOcean;Firebase | 1 | 2.0% |
| Microsoft Azure | 1 | 2.0% |
| AWS;DigitalOcean;Firebase;Linode | 1 | 2.0% |
| AWS;Firebase;Google Cloud;Heroku | 1 | 2.0% |
| AWS;Google Cloud | 1 | 2.0% |
| AWS;Microsoft Azure | 1 | 2.0% |
| Other values (4) | 4 | 8.0% |
| (Missing) | 30 |
Length
| Value | Count | Frequency (%) |
| aws | 6 | |
| azure | 5 | |
| cloud;ovh;vmware | 2 | 6.5% |
| 2 | 6.5% | |
| aws;google | 2 | 6.5% |
| cloud;heroku | 1 | 3.2% |
| vmware | 1 | 3.2% |
| aws;heroku;linode | 1 | 3.2% |
| cloud;linode;microsoft | 1 | 3.2% |
| aws;microsoft | 1 | 3.2% |
| Other values (9) | 9 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 34 | 9.6% |
| o | 33 | 9.3% |
| r | 24 | 6.8% |
| ; | 24 | 6.8% |
| i | 20 | 5.6% |
| A | 19 | 5.4% |
| a | 15 | 4.2% |
| u | 14 | 3.9% |
| W | 13 | 3.7% |
| S | 13 | 3.7% |
| Other values (22) | 146 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 228 | |
| Uppercase Letter | 92 | |
| Other Punctuation | 24 | 6.8% |
| Space Separator | 11 | 3.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 34 | |
| o | 33 | |
| r | 24 | |
| i | 20 | |
| a | 15 | 6.6% |
| u | 14 | 6.1% |
| l | 13 | 5.7% |
| s | 11 | 4.8% |
| t | 9 | 3.9% |
| c | 9 | 3.9% |
| Other values (8) | 46 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 19 | |
| W | 13 | |
| S | 13 | |
| M | 10 | |
| V | 6 | 6.5% |
| H | 5 | 5.4% |
| G | 5 | 5.4% |
| F | 5 | 5.4% |
| C | 5 | 5.4% |
| O | 5 | 5.4% |
| Other values (2) | 6 | 6.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 24 |
Space Separator
| Value | Count | Frequency (%) |
| 11 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 320 | |
| Common | 35 | 9.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 34 | 10.6% |
| o | 33 | 10.3% |
| r | 24 | 7.5% |
| i | 20 | 6.2% |
| A | 19 | 5.9% |
| a | 15 | 4.7% |
| u | 14 | 4.4% |
| W | 13 | 4.1% |
| S | 13 | 4.1% |
| l | 13 | 4.1% |
| Other values (20) | 122 |
Common
| Value | Count | Frequency (%) |
| ; | 24 | |
| 11 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 355 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 34 | 9.6% |
| o | 33 | 9.3% |
| r | 24 | 6.8% |
| ; | 24 | 6.8% |
| i | 20 | 5.6% |
| A | 19 | 5.4% |
| a | 15 | 4.2% |
| u | 14 | 3.9% |
| W | 13 | 3.7% |
| S | 13 | 3.7% |
| Other values (22) | 146 |
WebframeHaveWorkedWith
Categorical
HIGH CORRELATION  MISSING  UNIFORM 
| Distinct | 30 |
|---|---|
| Distinct (%) | 90.9% |
| Missing | 17 |
| Missing (%) | 34.0% |
| Memory size | 528.0 B |
| ASP.NET;ASP.NET Core | 2 |
|---|---|
| jQuery;Node.js | 2 |
| Node.js | 2 |
| Flask;jQuery;Node.js;Nuxt.js;React.js;Ruby on Rails;Vue.js | 1 |
| ASP.NET Core | 1 |
| Other values (25) |
Length
| Max length | 58 |
|---|---|
| Median length | 34 |
| Mean length | 25.272727 |
| Min length | 5 |
Characters and Unicode
| Total characters | 834 |
|---|---|
| Distinct characters | 39 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 27 ? |
|---|---|
| Unique (%) | 81.8% |
Sample
| 1st row | Angular.js |
|---|---|
| 2nd row | ASP.NET;ASP.NET Core |
| 3rd row | Angular;ASP.NET;ASP.NET Core ;jQuery;Node.js |
| 4th row | Angular;Next.js;Node.js;React.js;Svelte;Vue.js |
| 5th row | jQuery;Node.js |
Common Values
| Value | Count | Frequency (%) |
| ASP.NET;ASP.NET Core | 2 | 4.0% |
| jQuery;Node.js | 2 | 4.0% |
| Node.js | 2 | 4.0% |
| Flask;jQuery;Node.js;Nuxt.js;React.js;Ruby on Rails;Vue.js | 1 | 2.0% |
| ASP.NET Core | 1 | 2.0% |
| ASP.NET | 1 | 2.0% |
| Django;FastAPI;React.js | 1 | 2.0% |
| Angular;Angular.js;Django;Flask;jQuery;Node.js | 1 | 2.0% |
| ASP.NET;ASP.NET Core ;jQuery | 1 | 2.0% |
| Flask | 1 | 2.0% |
| Other values (20) | 20 | |
| (Missing) | 17 |
Length
| Value | Count | Frequency (%) |
| core | 11 | |
| asp.net;asp.net | 5 | 8.5% |
| on | 4 | 6.8% |
| asp.net | 4 | 6.8% |
| jquery;node.js | 3 | 5.1% |
| react.js | 3 | 5.1% |
| rails | 2 | 3.4% |
| angular;asp.net | 2 | 3.4% |
| jquery | 2 | 3.4% |
| rails;vue.js | 2 | 3.4% |
| Other values (20) | 21 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 67 | 8.0% |
| ; | 66 | 7.9% |
| . | 59 | 7.1% |
| s | 58 | 7.0% |
| j | 56 | 6.7% |
| r | 38 | 4.6% |
| a | 37 | 4.4% |
| N | 37 | 4.4% |
| u | 37 | 4.4% |
| o | 35 | 4.2% |
| Other values (29) | 344 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 469 | |
| Uppercase Letter | 210 | |
| Other Punctuation | 125 | 15.0% |
| Space Separator | 30 | 3.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 67 | |
| s | 58 | |
| j | 56 | |
| r | 38 | |
| a | 37 | |
| u | 37 | |
| o | 35 | |
| l | 21 | 4.5% |
| n | 19 | 4.1% |
| t | 17 | 3.6% |
| Other values (11) | 84 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 37 | |
| A | 31 | |
| E | 21 | |
| P | 21 | |
| S | 19 | |
| R | 18 | |
| T | 18 | |
| Q | 12 | 5.7% |
| C | 11 | 5.2% |
| V | 9 | 4.3% |
| Other values (5) | 13 | 6.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 66 | |
| . | 59 |
Space Separator
| Value | Count | Frequency (%) |
| 30 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 679 | |
| Common | 155 | 18.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 67 | 9.9% |
| s | 58 | 8.5% |
| j | 56 | 8.2% |
| r | 38 | 5.6% |
| a | 37 | 5.4% |
| N | 37 | 5.4% |
| u | 37 | 5.4% |
| o | 35 | 5.2% |
| A | 31 | 4.6% |
| E | 21 | 3.1% |
| Other values (26) | 262 |
Common
| Value | Count | Frequency (%) |
| ; | 66 | |
| . | 59 | |
| 30 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 834 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 67 | 8.0% |
| ; | 66 | 7.9% |
| . | 59 | 7.1% |
| s | 58 | 7.0% |
| j | 56 | 6.7% |
| r | 38 | 4.6% |
| a | 37 | 4.4% |
| N | 37 | 4.4% |
| u | 37 | 4.4% |
| o | 35 | 4.2% |
| Other values (29) | 344 |
WebframeWantToWorkWith
Categorical
HIGH CORRELATION  MISSING  UNIFORM 
| Distinct | 27 |
|---|---|
| Distinct (%) | 96.4% |
| Missing | 22 |
| Missing (%) | 44.0% |
| Memory size | 528.0 B |
| React.js | 2 |
|---|---|
| ASP.NET Core | 1 |
| Node.js;React.js;Vue.js | 1 |
| Angular;Angular.js;ASP.NET Core ;Blazor;Django;Node.js;React.js;Ruby on Rails | 1 |
| Vue.js | 1 |
| Other values (22) |
Length
| Max length | 77 |
|---|---|
| Median length | 35.5 |
| Mean length | 26.607143 |
| Min length | 6 |
Characters and Unicode
| Total characters | 745 |
|---|---|
| Distinct characters | 42 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 26 ? |
|---|---|
| Unique (%) | 92.9% |
Sample
| 1st row | Angular;Angular.js |
|---|---|
| 2nd row | ASP.NET;ASP.NET Core |
| 3rd row | Angular;ASP.NET Core ;Blazor;Node.js |
| 4th row | Django;Flask;Gatsby;jQuery;Next.js;Node.js;React.js;Svelte;Vue.js |
| 5th row | Angular;Angular.js;Next.js;Vue.js |
Common Values
| Value | Count | Frequency (%) |
| React.js | 2 | 4.0% |
| ASP.NET Core | 1 | 2.0% |
| Node.js;React.js;Vue.js | 1 | 2.0% |
| Angular;Angular.js;ASP.NET Core ;Blazor;Django;Node.js;React.js;Ruby on Rails | 1 | 2.0% |
| Vue.js | 1 | 2.0% |
| Flask;Ruby on Rails | 1 | 2.0% |
| jQuery;Node.js;Nuxt.js;Ruby on Rails;Vue.js | 1 | 2.0% |
| Django;FastAPI;React.js | 1 | 2.0% |
| Django | 1 | 2.0% |
| Angular;ASP.NET Core ;Blazor;Vue.js | 1 | 2.0% |
| Other values (17) | 17 | |
| (Missing) | 22 |
Length
| Value | Count | Frequency (%) |
| core | 8 | 16.3% |
| on | 4 | 8.2% |
| angular;asp.net | 3 | 6.1% |
| react.js | 2 | 4.1% |
| rails | 2 | 4.1% |
| asp.net;asp.net | 2 | 4.1% |
| asp.net | 2 | 4.1% |
| blazor | 2 | 4.1% |
| vue.js | 1 | 2.0% |
| flask;ruby | 1 | 2.0% |
| Other values (22) | 22 |
Most occurring characters
| Value | Count | Frequency (%) |
| ; | 61 | 8.2% |
| s | 57 | 7.7% |
| e | 54 | 7.2% |
| . | 53 | 7.1% |
| j | 51 | 6.8% |
| a | 41 | 5.5% |
| o | 34 | 4.6% |
| u | 32 | 4.3% |
| N | 28 | 3.8% |
| r | 28 | 3.8% |
| Other values (32) | 306 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 447 | |
| Uppercase Letter | 160 | 21.5% |
| Other Punctuation | 114 | 15.3% |
| Space Separator | 24 | 3.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 57 | |
| e | 54 | |
| j | 51 | |
| a | 41 | |
| o | 34 | |
| u | 32 | 7.2% |
| r | 28 | 6.3% |
| t | 25 | 5.6% |
| l | 23 | 5.1% |
| n | 21 | 4.7% |
| Other values (14) | 81 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 28 | |
| A | 23 | |
| R | 19 | |
| P | 14 | |
| S | 13 | |
| E | 12 | |
| V | 11 | 6.9% |
| T | 10 | 6.2% |
| C | 8 | 5.0% |
| D | 5 | 3.1% |
| Other values (5) | 17 |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 61 | |
| . | 53 |
Space Separator
| Value | Count | Frequency (%) |
| 24 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 607 | |
| Common | 138 | 18.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 57 | 9.4% |
| e | 54 | 8.9% |
| j | 51 | 8.4% |
| a | 41 | 6.8% |
| o | 34 | 5.6% |
| u | 32 | 5.3% |
| N | 28 | 4.6% |
| r | 28 | 4.6% |
| t | 25 | 4.1% |
| l | 23 | 3.8% |
| Other values (29) | 234 |
Common
| Value | Count | Frequency (%) |
| ; | 61 | |
| . | 53 | |
| 24 | 17.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 745 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| ; | 61 | 8.2% |
| s | 57 | 7.7% |
| e | 54 | 7.2% |
| . | 53 | 7.1% |
| j | 51 | 6.8% |
| a | 41 | 5.5% |
| o | 34 | 4.6% |
| u | 32 | 4.3% |
| N | 28 | 3.8% |
| r | 28 | 3.8% |
| Other values (32) | 306 |
MiscTechHaveWorkedWith
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 17 |
|---|---|
| Distinct (%) | 65.4% |
| Missing | 24 |
| Missing (%) | 48.0% |
| Memory size | 528.0 B |
| .NET | |
|---|---|
| Qt | 1 |
| .NET;NumPy;Spring;Torch/PyTorch | 1 |
| Keras;NumPy;Pandas;Scikit-learn;TensorFlow | 1 |
| .NET;Xamarin | 1 |
| Other values (12) |
Length
| Max length | 87 |
|---|---|
| Median length | 48.5 |
| Mean length | 17.615385 |
| Min length | 2 |
Characters and Unicode
| Total characters | 458 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 16 ? |
|---|---|
| Unique (%) | 61.5% |
Sample
| 1st row | Pandas |
|---|---|
| 2nd row | .NET |
| 3rd row | .NET |
| 4th row | .NET |
| 5th row | .NET;Keras;NumPy;Pandas;Scikit-learn;TensorFlow;Torch/PyTorch;Hugging Face Transformers |
Common Values
| Value | Count | Frequency (%) |
| .NET | 10 | |
| Qt | 1 | 2.0% |
| .NET;NumPy;Spring;Torch/PyTorch | 1 | 2.0% |
| Keras;NumPy;Pandas;Scikit-learn;TensorFlow | 1 | 2.0% |
| .NET;Xamarin | 1 | 2.0% |
| Spring | 1 | 2.0% |
| NumPy;Scikit-learn;Torch/PyTorch | 1 | 2.0% |
| NumPy;Pandas;Scikit-learn | 1 | 2.0% |
| Apache Kafka;Flutter | 1 | 2.0% |
| Pandas | 1 | 2.0% |
| Other values (7) | 7 | 14.0% |
| (Missing) | 24 |
Length
| Value | Count | Frequency (%) |
| net | 10 | |
| apache | 2 | 6.1% |
| native | 2 | 6.1% |
| keras;numpy;pandas;scikit-learn;spring;tensorflow | 1 | 3.0% |
| transformers | 1 | 3.0% |
| face | 1 | 3.0% |
| net;keras;numpy;pandas;scikit-learn;tensorflow;torch/pytorch;hugging | 1 | 3.0% |
| torch/pytorch | 1 | 3.0% |
| spark;numpy;pandas;tidyverse | 1 | 3.0% |
| kafka;apache | 1 | 3.0% |
| Other values (12) | 12 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 38 | 8.3% |
| ; | 31 | 6.8% |
| r | 30 | 6.6% |
| T | 26 | 5.7% |
| e | 24 | 5.2% |
| N | 23 | 5.0% |
| n | 22 | 4.8% |
| c | 20 | 4.4% |
| P | 19 | 4.1% |
| i | 18 | 3.9% |
| Other values (28) | 207 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 289 | |
| Uppercase Letter | 109 | 23.8% |
| Other Punctuation | 48 | 10.5% |
| Space Separator | 7 | 1.5% |
| Dash Punctuation | 5 | 1.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 38 | |
| r | 30 | 10.4% |
| e | 24 | 8.3% |
| n | 22 | 7.6% |
| c | 20 | 6.9% |
| i | 18 | 6.2% |
| o | 16 | 5.5% |
| s | 16 | 5.5% |
| t | 13 | 4.5% |
| y | 13 | 4.5% |
| Other values (11) | 79 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 26 | |
| N | 23 | |
| P | 19 | |
| E | 14 | |
| S | 9 | 8.3% |
| F | 5 | 4.6% |
| K | 5 | 4.6% |
| A | 3 | 2.8% |
| R | 2 | 1.8% |
| Q | 1 | 0.9% |
| Other values (2) | 2 | 1.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 31 | |
| . | 13 | |
| / | 4 | 8.3% |
Space Separator
| Value | Count | Frequency (%) |
| 7 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 5 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 398 | |
| Common | 60 | 13.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 38 | 9.5% |
| r | 30 | 7.5% |
| T | 26 | 6.5% |
| e | 24 | 6.0% |
| N | 23 | 5.8% |
| n | 22 | 5.5% |
| c | 20 | 5.0% |
| P | 19 | 4.8% |
| i | 18 | 4.5% |
| o | 16 | 4.0% |
| Other values (23) | 162 |
Common
| Value | Count | Frequency (%) |
| ; | 31 | |
| . | 13 | |
| 7 | 11.7% | |
| - | 5 | 8.3% |
| / | 4 | 6.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 458 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 38 | 8.3% |
| ; | 31 | 6.8% |
| r | 30 | 6.6% |
| T | 26 | 5.7% |
| e | 24 | 5.2% |
| N | 23 | 5.0% |
| n | 22 | 4.8% |
| c | 20 | 4.4% |
| P | 19 | 4.1% |
| i | 18 | 3.9% |
| Other values (28) | 207 |
MiscTechWantToWorkWith
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 15 |
|---|---|
| Distinct (%) | 75.0% |
| Missing | 30 |
| Missing (%) | 60.0% |
| Memory size | 528.0 B |
| .NET | |
|---|---|
| Flutter | |
| .NET;Apache Kafka | 1 |
| Keras;NumPy;Pandas;Scikit-learn;TensorFlow;Torch/PyTorch;Hugging Face Transformers | 1 |
| Torch/PyTorch | 1 |
| Other values (10) |
Length
| Max length | 82 |
|---|---|
| Median length | 39.5 |
| Mean length | 19.9 |
| Min length | 4 |
Characters and Unicode
| Total characters | 398 |
|---|---|
| Distinct characters | 37 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 13 ? |
|---|---|
| Unique (%) | 65.0% |
Sample
| 1st row | .NET |
|---|---|
| 2nd row | .NET |
| 3rd row | .NET;Apache Kafka |
| 4th row | Keras;NumPy;Pandas;Scikit-learn;TensorFlow;Torch/PyTorch;Hugging Face Transformers |
| 5th row | Torch/PyTorch |
Common Values
| Value | Count | Frequency (%) |
| .NET | 4 | 8.0% |
| Flutter | 3 | 6.0% |
| .NET;Apache Kafka | 1 | 2.0% |
| Keras;NumPy;Pandas;Scikit-learn;TensorFlow;Torch/PyTorch;Hugging Face Transformers | 1 | 2.0% |
| Torch/PyTorch | 1 | 2.0% |
| Pandas | 1 | 2.0% |
| Electron | 1 | 2.0% |
| Keras;NumPy;Pandas;Scikit-learn;TensorFlow | 1 | 2.0% |
| NumPy;Pandas | 1 | 2.0% |
| Apache Kafka;Flutter | 1 | 2.0% |
| Other values (5) | 5 | 10.0% |
| (Missing) | 30 |
Length
| Value | Count | Frequency (%) |
| net | 4 | 14.8% |
| flutter | 3 | 11.1% |
| face | 2 | 7.4% |
| transformers | 2 | 7.4% |
| apache | 1 | 3.7% |
| native | 1 | 3.7% |
| net;react | 1 | 3.7% |
| keras;numpy;pandas;scikit-learn;tensorflow;hugging | 1 | 3.7% |
| numpy;scikit-learn;torch/pytorch | 1 | 3.7% |
| xamarin | 1 | 3.7% |
| Other values (10) | 10 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 32 | 8.0% |
| a | 31 | 7.8% |
| e | 24 | 6.0% |
| ; | 24 | 6.0% |
| n | 20 | 5.0% |
| T | 20 | 5.0% |
| o | 19 | 4.8% |
| c | 18 | 4.5% |
| s | 16 | 4.0% |
| t | 15 | 3.8% |
| Other values (27) | 179 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 272 | |
| Uppercase Letter | 81 | 20.4% |
| Other Punctuation | 34 | 8.5% |
| Space Separator | 7 | 1.8% |
| Dash Punctuation | 4 | 1.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 32 | |
| a | 31 | |
| e | 24 | 8.8% |
| n | 20 | 7.4% |
| o | 19 | 7.0% |
| c | 18 | 6.6% |
| s | 16 | 5.9% |
| t | 15 | 5.5% |
| l | 13 | 4.8% |
| i | 13 | 4.8% |
| Other values (11) | 71 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 20 | |
| P | 15 | |
| N | 13 | |
| F | 10 | |
| E | 7 | 8.6% |
| K | 5 | 6.2% |
| S | 5 | 6.2% |
| H | 2 | 2.5% |
| A | 2 | 2.5% |
| X | 1 | 1.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 24 | |
| . | 6 | 17.6% |
| / | 4 | 11.8% |
Space Separator
| Value | Count | Frequency (%) |
| 7 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 353 | |
| Common | 45 | 11.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 32 | 9.1% |
| a | 31 | 8.8% |
| e | 24 | 6.8% |
| n | 20 | 5.7% |
| T | 20 | 5.7% |
| o | 19 | 5.4% |
| c | 18 | 5.1% |
| s | 16 | 4.5% |
| t | 15 | 4.2% |
| P | 15 | 4.2% |
| Other values (22) | 143 |
Common
| Value | Count | Frequency (%) |
| ; | 24 | |
| 7 | 15.6% | |
| . | 6 | 13.3% |
| / | 4 | 8.9% |
| - | 4 | 8.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 398 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 32 | 8.0% |
| a | 31 | 7.8% |
| e | 24 | 6.0% |
| ; | 24 | 6.0% |
| n | 20 | 5.0% |
| T | 20 | 5.0% |
| o | 19 | 4.8% |
| c | 18 | 4.5% |
| s | 16 | 4.0% |
| t | 15 | 3.8% |
| Other values (27) | 179 |
ToolsTechHaveWorkedWith
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 18 |
|---|---|
| Distinct (%) | 60.0% |
| Missing | 20 |
| Missing (%) | 40.0% |
| Memory size | 528.0 B |
| npm | |
|---|---|
| Docker | |
| Docker;npm;Yarn | |
| Docker;Homebrew;npm;Yarn | |
| Docker;npm | |
| Other values (13) |
Length
| Max length | 36 |
|---|---|
| Median length | 26 |
| Mean length | 15.066667 |
| Min length | 3 |
Characters and Unicode
| Total characters | 452 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 12 ? |
|---|---|
| Unique (%) | 40.0% |
Sample
| 1st row | npm |
|---|---|
| 2nd row | Homebrew |
| 3rd row | Homebrew;npm |
| 4th row | npm |
| 5th row | Docker;npm;Terraform |
Common Values
| Value | Count | Frequency (%) |
| npm | 6 | 12.0% |
| Docker | 3 | 6.0% |
| Docker;npm;Yarn | 3 | 6.0% |
| Docker;Homebrew;npm;Yarn | 2 | 4.0% |
| Docker;npm | 2 | 4.0% |
| Docker;Homebrew;Kubernetes | 2 | 4.0% |
| Docker;npm;Terraform | 1 | 2.0% |
| Homebrew;npm | 1 | 2.0% |
| Homebrew | 1 | 2.0% |
| Docker;Kubernetes | 1 | 2.0% |
| Other values (8) | 8 | 16.0% |
| (Missing) | 20 |
Length
| Value | Count | Frequency (%) |
| npm | 6 | |
| docker;npm;yarn | 3 | 10.0% |
| docker | 3 | 10.0% |
| docker;homebrew;npm;yarn | 2 | 6.7% |
| docker;npm | 2 | 6.7% |
| docker;homebrew;kubernetes | 2 | 6.7% |
| docker;kubernetes;npm | 1 | 3.3% |
| docker;homebrew;kubernetes;npm;yarn | 1 | 3.3% |
| npm;yarn | 1 | 3.3% |
| ansible;docker;terraform | 1 | 3.3% |
| Other values (8) | 8 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 63 | |
| r | 57 | |
| ; | 42 | |
| n | 40 | 8.8% |
| m | 34 | 7.5% |
| o | 32 | 7.1% |
| p | 22 | 4.9% |
| D | 20 | 4.4% |
| c | 20 | 4.4% |
| k | 20 | 4.4% |
| Other values (14) | 102 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 360 | |
| Uppercase Letter | 50 | 11.1% |
| Other Punctuation | 42 | 9.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 63 | |
| r | 57 | |
| n | 40 | |
| m | 34 | |
| o | 32 | |
| p | 22 | 6.1% |
| c | 20 | 5.6% |
| k | 20 | 5.6% |
| b | 17 | 4.7% |
| a | 13 | 3.6% |
| Other values (7) | 42 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 20 | |
| Y | 8 | 16.0% |
| H | 7 | 14.0% |
| K | 7 | 14.0% |
| T | 5 | 10.0% |
| A | 3 | 6.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 42 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 410 | |
| Common | 42 | 9.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 63 | |
| r | 57 | |
| n | 40 | |
| m | 34 | 8.3% |
| o | 32 | 7.8% |
| p | 22 | 5.4% |
| D | 20 | 4.9% |
| c | 20 | 4.9% |
| k | 20 | 4.9% |
| b | 17 | 4.1% |
| Other values (13) | 85 |
Common
| Value | Count | Frequency (%) |
| ; | 42 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 452 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 63 | |
| r | 57 | |
| ; | 42 | |
| n | 40 | 8.8% |
| m | 34 | 7.5% |
| o | 32 | 7.1% |
| p | 22 | 4.9% |
| D | 20 | 4.4% |
| c | 20 | 4.4% |
| k | 20 | 4.4% |
| Other values (14) | 102 |
ToolsTechWantToWorkWith
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 15 |
|---|---|
| Distinct (%) | 57.7% |
| Missing | 24 |
| Missing (%) | 48.0% |
| Memory size | 528.0 B |
| Docker | |
|---|---|
| Docker;Kubernetes | |
| npm | |
| Docker;npm;Yarn | |
| Docker;npm | |
| Other values (10) |
Length
| Max length | 43 |
|---|---|
| Median length | 21 |
| Mean length | 15.961538 |
| Min length | 3 |
Characters and Unicode
| Total characters | 415 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 9 ? |
|---|---|
| Unique (%) | 34.6% |
Sample
| 1st row | Docker;Kubernetes |
|---|---|
| 2nd row | Homebrew |
| 3rd row | npm |
| 4th row | Unity 3D;Yarn |
| 5th row | Docker;Terraform |
Common Values
| Value | Count | Frequency (%) |
| Docker | 5 | 10.0% |
| Docker;Kubernetes | 3 | 6.0% |
| npm | 3 | 6.0% |
| Docker;npm;Yarn | 2 | 4.0% |
| Docker;npm | 2 | 4.0% |
| Ansible;Docker;Kubernetes;Terraform | 2 | 4.0% |
| Homebrew | 1 | 2.0% |
| Unity 3D;Yarn | 1 | 2.0% |
| Docker;Terraform | 1 | 2.0% |
| Docker;Homebrew;Kubernetes;Pulumi;Terraform | 1 | 2.0% |
| Other values (5) | 5 | 10.0% |
| (Missing) | 24 |
Length
| Value | Count | Frequency (%) |
| docker | 5 | |
| docker;kubernetes | 3 | |
| npm | 3 | |
| docker;npm;yarn | 2 | 7.4% |
| docker;npm | 2 | 7.4% |
| ansible;docker;kubernetes;terraform | 2 | 7.4% |
| homebrew | 1 | 3.7% |
| unity | 1 | 3.7% |
| 3d;yarn | 1 | 3.7% |
| docker;terraform | 1 | 3.7% |
| Other values (6) | 6 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 64 | |
| r | 56 | |
| ; | 33 | 8.0% |
| o | 31 | 7.5% |
| n | 27 | 6.5% |
| D | 21 | 5.1% |
| c | 20 | 4.8% |
| k | 20 | 4.8% |
| m | 20 | 4.8% |
| b | 16 | 3.9% |
| Other values (20) | 107 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 329 | |
| Uppercase Letter | 51 | 12.3% |
| Other Punctuation | 33 | 8.0% |
| Space Separator | 1 | 0.2% |
| Decimal Number | 1 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 64 | |
| r | 56 | |
| o | 31 | |
| n | 27 | |
| c | 20 | 6.1% |
| k | 20 | 6.1% |
| m | 20 | 6.1% |
| b | 16 | 4.9% |
| s | 12 | 3.6% |
| u | 11 | 3.3% |
| Other values (8) | 52 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 21 | |
| K | 9 | |
| T | 6 | 11.8% |
| Y | 5 | 9.8% |
| H | 4 | 7.8% |
| A | 3 | 5.9% |
| U | 1 | 2.0% |
| P | 1 | 2.0% |
| F | 1 | 2.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 33 |
Space Separator
| Value | Count | Frequency (%) |
| 1 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 380 | |
| Common | 35 | 8.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 64 | |
| r | 56 | |
| o | 31 | 8.2% |
| n | 27 | 7.1% |
| D | 21 | 5.5% |
| c | 20 | 5.3% |
| k | 20 | 5.3% |
| m | 20 | 5.3% |
| b | 16 | 4.2% |
| s | 12 | 3.2% |
| Other values (17) | 93 |
Common
| Value | Count | Frequency (%) |
| ; | 33 | |
| 1 | 2.9% | |
| 3 | 1 | 2.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 415 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 64 | |
| r | 56 | |
| ; | 33 | 8.0% |
| o | 31 | 7.5% |
| n | 27 | 6.5% |
| D | 21 | 5.1% |
| c | 20 | 4.8% |
| k | 20 | 4.8% |
| m | 20 | 4.8% |
| b | 16 | 3.9% |
| Other values (20) | 107 |
NEWCollabToolsHaveWorkedWith
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 37 |
|---|---|
| Distinct (%) | 78.7% |
| Missing | 3 |
| Missing (%) | 6.0% |
| Memory size | 528.0 B |
| Visual Studio Code | |
|---|---|
| Notepad++;Visual Studio;Visual Studio Code | 3 |
| Visual Studio | 2 |
| Visual Studio;Visual Studio Code | 2 |
| Rider;Visual Studio;Visual Studio Code | 2 |
| Other values (32) |
Length
| Max length | 86 |
|---|---|
| Median length | 48 |
| Mean length | 35.085106 |
| Min length | 9 |
Characters and Unicode
| Total characters | 1649 |
|---|---|
| Distinct characters | 42 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 32 ? |
|---|---|
| Unique (%) | 68.1% |
Sample
| 1st row | Notepad++;Visual Studio |
|---|---|
| 2nd row | Notepad++;Visual Studio;Visual Studio Code |
| 3rd row | Notepad++;Visual Studio;Visual Studio Code;Xcode |
| 4th row | Visual Studio Code;Xcode |
| 5th row | Atom;IntelliJ;Notepad++;PyCharm;Sublime Text;Visual Studio Code |
Common Values
| Value | Count | Frequency (%) |
| Visual Studio Code | 6 | 12.0% |
| Notepad++;Visual Studio;Visual Studio Code | 3 | 6.0% |
| Visual Studio | 2 | 4.0% |
| Visual Studio;Visual Studio Code | 2 | 4.0% |
| Rider;Visual Studio;Visual Studio Code | 2 | 4.0% |
| Notepad++;Rider;Visual Studio;Visual Studio Code | 1 | 2.0% |
| CLion;IntelliJ;Nano;Notepad++;PyCharm;Vim;Visual Studio Code | 1 | 2.0% |
| IPython/Jupyter;PyCharm;Vim;Visual Studio Code | 1 | 2.0% |
| IPython/Jupyter;Nano;PyCharm;Sublime Text | 1 | 2.0% |
| Android Studio;Eclipse;IntelliJ;Notepad++;PyCharm;Vim;Visual Studio;Visual Studio Code | 1 | 2.0% |
| Other values (27) | 27 | |
| (Missing) | 3 | 6.0% |
Length
| Value | Count | Frequency (%) |
| studio | 40 | |
| code | 29 | |
| studio;visual | 13 | 9.2% |
| visual | 11 | 7.7% |
| notepad++;visual | 6 | 4.2% |
| code;xcode | 3 | 2.1% |
| android | 3 | 2.1% |
| rider;visual | 2 | 1.4% |
| text;visual | 2 | 1.4% |
| ipython/jupyter;neovim;visual | 1 | 0.7% |
| Other values (32) | 32 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 158 | 9.6% |
| o | 133 | 8.1% |
| d | 121 | 7.3% |
| u | 118 | 7.2% |
| t | 108 | 6.5% |
| ; | 98 | 5.9% |
| e | 96 | 5.8% |
| 95 | 5.8% | |
| l | 93 | 5.6% |
| a | 83 | 5.0% |
| Other values (32) | 546 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1133 | |
| Uppercase Letter | 279 | 16.9% |
| Other Punctuation | 104 | 6.3% |
| Space Separator | 95 | 5.8% |
| Math Symbol | 36 | 2.2% |
| Open Punctuation | 1 | 0.1% |
| Close Punctuation | 1 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 158 | |
| o | 133 | |
| d | 121 | |
| u | 118 | |
| t | 108 | |
| e | 96 | |
| l | 93 | |
| a | 83 | |
| s | 62 | 5.5% |
| n | 32 | 2.8% |
| Other values (9) | 129 |
Uppercase Letter
| Value | Count | Frequency (%) |
| V | 63 | |
| S | 61 | |
| C | 43 | |
| N | 25 | 9.0% |
| J | 20 | 7.2% |
| I | 20 | 7.2% |
| P | 12 | 4.3% |
| E | 8 | 2.9% |
| A | 7 | 2.5% |
| R | 6 | 2.2% |
| Other values (6) | 14 | 5.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 98 | |
| / | 5 | 4.8% |
| , | 1 | 1.0% |
Space Separator
| Value | Count | Frequency (%) |
| 95 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 36 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1412 | |
| Common | 237 | 14.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 158 | |
| o | 133 | 9.4% |
| d | 121 | 8.6% |
| u | 118 | 8.4% |
| t | 108 | 7.6% |
| e | 96 | 6.8% |
| l | 93 | 6.6% |
| a | 83 | 5.9% |
| V | 63 | 4.5% |
| s | 62 | 4.4% |
| Other values (25) | 377 |
Common
| Value | Count | Frequency (%) |
| ; | 98 | |
| 95 | ||
| + | 36 | 15.2% |
| / | 5 | 2.1% |
| ( | 1 | 0.4% |
| , | 1 | 0.4% |
| ) | 1 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1649 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 158 | 9.6% |
| o | 133 | 8.1% |
| d | 121 | 7.3% |
| u | 118 | 7.2% |
| t | 108 | 6.5% |
| ; | 98 | 5.9% |
| e | 96 | 5.8% |
| 95 | 5.8% | |
| l | 93 | 5.6% |
| a | 83 | 5.0% |
| Other values (32) | 546 |
NEWCollabToolsWantToWorkWith
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 30 |
|---|---|
| Distinct (%) | 73.2% |
| Missing | 9 |
| Missing (%) | 18.0% |
| Memory size | 528.0 B |
| Visual Studio Code | |
|---|---|
| Notepad++;Visual Studio;Visual Studio Code | 2 |
| Visual Studio;Visual Studio Code | 2 |
| IPython/Jupyter;PyCharm;Vim | 2 |
| IntelliJ;PyCharm;Vim | 1 |
| Other values (25) |
Length
| Max length | 72 |
|---|---|
| Median length | 41 |
| Mean length | 28.170732 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1155 |
|---|---|
| Distinct characters | 42 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 26 ? |
|---|---|
| Unique (%) | 63.4% |
Sample
| 1st row | Notepad++;Visual Studio |
|---|---|
| 2nd row | Notepad++;Visual Studio;Visual Studio Code |
| 3rd row | Rider;Visual Studio;Visual Studio Code |
| 4th row | Visual Studio Code |
| 5th row | Visual Studio Code;Webstorm |
Common Values
| Value | Count | Frequency (%) |
| Visual Studio Code | 9 | |
| Notepad++;Visual Studio;Visual Studio Code | 2 | 4.0% |
| Visual Studio;Visual Studio Code | 2 | 4.0% |
| IPython/Jupyter;PyCharm;Vim | 2 | 4.0% |
| IntelliJ;PyCharm;Vim | 1 | 2.0% |
| Atom;IntelliJ;Vim | 1 | 2.0% |
| Nano;PyCharm | 1 | 2.0% |
| IPython/Jupyter;Nano;PyCharm;Sublime Text | 1 | 2.0% |
| IntelliJ;Vim | 1 | 2.0% |
| IntelliJ;PhpStorm;PyCharm;RubyMine;Webstorm | 1 | 2.0% |
| Other values (20) | 20 | |
| (Missing) | 9 |
Length
| Value | Count | Frequency (%) |
| studio | 29 | |
| code | 22 | |
| visual | 13 | |
| studio;visual | 5 | 4.5% |
| android | 4 | 3.6% |
| notepad++;visual | 3 | 2.7% |
| ipython/jupyter;pycharm;vim | 2 | 1.8% |
| code;webstorm | 2 | 1.8% |
| rider;visual | 2 | 1.8% |
| vim;visual | 2 | 1.8% |
| Other values (27) | 27 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 109 | 9.4% |
| o | 91 | 7.9% |
| d | 85 | 7.4% |
| u | 83 | 7.2% |
| t | 73 | 6.3% |
| 70 | 6.1% | |
| e | 66 | 5.7% |
| ; | 59 | 5.1% |
| l | 58 | 5.0% |
| a | 53 | 4.6% |
| Other values (32) | 408 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 801 | |
| Uppercase Letter | 201 | 17.4% |
| Space Separator | 70 | 6.1% |
| Other Punctuation | 65 | 5.6% |
| Math Symbol | 16 | 1.4% |
| Open Punctuation | 1 | 0.1% |
| Close Punctuation | 1 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 109 | |
| o | 91 | |
| d | 85 | |
| u | 83 | |
| t | 73 | |
| e | 66 | |
| l | 58 | |
| a | 53 | |
| s | 40 | 5.0% |
| m | 31 | 3.9% |
| Other values (9) | 112 |
Uppercase Letter
| Value | Count | Frequency (%) |
| V | 45 | |
| S | 43 | |
| C | 34 | |
| I | 14 | 7.0% |
| J | 14 | 7.0% |
| P | 14 | 7.0% |
| N | 11 | 5.5% |
| A | 6 | 3.0% |
| R | 5 | 2.5% |
| W | 3 | 1.5% |
| Other values (6) | 12 | 6.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 59 | |
| / | 5 | 7.7% |
| , | 1 | 1.5% |
Space Separator
| Value | Count | Frequency (%) |
| 70 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 16 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1002 | |
| Common | 153 | 13.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 109 | 10.9% |
| o | 91 | 9.1% |
| d | 85 | 8.5% |
| u | 83 | 8.3% |
| t | 73 | 7.3% |
| e | 66 | 6.6% |
| l | 58 | 5.8% |
| a | 53 | 5.3% |
| V | 45 | 4.5% |
| S | 43 | 4.3% |
| Other values (25) | 296 |
Common
| Value | Count | Frequency (%) |
| 70 | ||
| ; | 59 | |
| + | 16 | 10.5% |
| / | 5 | 3.3% |
| ( | 1 | 0.7% |
| , | 1 | 0.7% |
| ) | 1 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1155 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 109 | 9.4% |
| o | 91 | 7.9% |
| d | 85 | 7.4% |
| u | 83 | 7.2% |
| t | 73 | 6.3% |
| 70 | 6.1% | |
| e | 66 | 5.7% |
| ; | 59 | 5.1% |
| l | 58 | 5.0% |
| a | 53 | 4.6% |
| Other values (32) | 408 |
OpSysProfessional use
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 9 |
|---|---|
| Distinct (%) | 20.5% |
| Missing | 6 |
| Missing (%) | 12.0% |
| Memory size | 528.0 B |
| Windows | |
|---|---|
| macOS | |
| Linux-based | |
| Linux-based;macOS | |
| Windows;Windows Subsystem for Linux (WSL) | |
| Other values (4) |
Length
| Max length | 41 |
|---|---|
| Median length | 33 |
| Mean length | 12.363636 |
| Min length | 5 |
Characters and Unicode
| Total characters | 544 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 4.5% |
Sample
| 1st row | macOS |
|---|---|
| 2nd row | Windows |
| 3rd row | Windows |
| 4th row | Windows |
| 5th row | Linux-based;macOS |
Common Values
| Value | Count | Frequency (%) |
| Windows | 14 | |
| macOS | 10 | |
| Linux-based | 8 | |
| Linux-based;macOS | 3 | 6.0% |
| Windows;Windows Subsystem for Linux (WSL) | 3 | 6.0% |
| Linux-based;macOS;Windows | 2 | 4.0% |
| Linux-based;Windows | 2 | 4.0% |
| Windows Subsystem for Linux (WSL) | 1 | 2.0% |
| macOS;Windows | 1 | 2.0% |
| (Missing) | 6 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| windows | 15 | |
| macos | 10 | |
| linux-based | 8 | |
| subsystem | 4 | 6.7% |
| for | 4 | 6.7% |
| linux | 4 | 6.7% |
| wsl | 4 | 6.7% |
| linux-based;macos | 3 | 5.0% |
| windows;windows | 3 | 5.0% |
| linux-based;macos;windows | 2 | 3.3% |
| Other values (2) | 3 | 5.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 49 | 9.0% |
| n | 45 | 8.3% |
| i | 45 | 8.3% |
| d | 41 | 7.5% |
| a | 31 | 5.7% |
| W | 30 | 5.5% |
| o | 30 | 5.5% |
| w | 26 | 4.8% |
| S | 24 | 4.4% |
| L | 23 | 4.2% |
| Other values (16) | 200 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 399 | |
| Uppercase Letter | 93 | 17.1% |
| Space Separator | 16 | 2.9% |
| Dash Punctuation | 15 | 2.8% |
| Other Punctuation | 13 | 2.4% |
| Open Punctuation | 4 | 0.7% |
| Close Punctuation | 4 | 0.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 49 | |
| n | 45 | |
| i | 45 | |
| d | 41 | |
| a | 31 | |
| o | 30 | |
| w | 26 | 6.5% |
| u | 23 | 5.8% |
| m | 20 | 5.0% |
| x | 19 | 4.8% |
| Other values (7) | 70 |
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 30 | |
| S | 24 | |
| L | 23 | |
| O | 16 |
Space Separator
| Value | Count | Frequency (%) |
| 16 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 15 |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 13 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 4 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 492 | |
| Common | 52 | 9.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 49 | 10.0% |
| n | 45 | 9.1% |
| i | 45 | 9.1% |
| d | 41 | 8.3% |
| a | 31 | 6.3% |
| W | 30 | 6.1% |
| o | 30 | 6.1% |
| w | 26 | 5.3% |
| S | 24 | 4.9% |
| L | 23 | 4.7% |
| Other values (11) | 148 |
Common
| Value | Count | Frequency (%) |
| 16 | ||
| - | 15 | |
| ; | 13 | |
| ( | 4 | 7.7% |
| ) | 4 | 7.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 544 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 49 | 9.0% |
| n | 45 | 8.3% |
| i | 45 | 8.3% |
| d | 41 | 7.5% |
| a | 31 | 5.7% |
| W | 30 | 5.5% |
| o | 30 | 5.5% |
| w | 26 | 4.8% |
| S | 24 | 4.4% |
| L | 23 | 4.2% |
| Other values (16) | 200 |
OpSysPersonal use
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 10 |
|---|---|
| Distinct (%) | 20.8% |
| Missing | 2 |
| Missing (%) | 4.0% |
| Memory size | 528.0 B |
| Windows | |
|---|---|
| macOS | |
| Linux-based | |
| macOS;Windows | |
| Linux-based;Windows | |
| Other values (5) |
Length
| Max length | 53 |
|---|---|
| Median length | 41 |
| Mean length | 11.458333 |
| Min length | 5 |
Characters and Unicode
| Total characters | 550 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 8.3% |
Sample
| 1st row | Windows Subsystem for Linux (WSL) |
|---|---|
| 2nd row | Windows |
| 3rd row | Windows |
| 4th row | macOS;Windows |
| 5th row | macOS |
Common Values
| Value | Count | Frequency (%) |
| Windows | 18 | |
| macOS | 9 | |
| Linux-based | 9 | |
| macOS;Windows | 3 | 6.0% |
| Linux-based;Windows | 3 | 6.0% |
| Linux-based;macOS | 2 | 4.0% |
| Windows Subsystem for Linux (WSL) | 1 | 2.0% |
| Windows;Windows Subsystem for Linux (WSL) | 1 | 2.0% |
| Other (please specify): | 1 | 2.0% |
| Linux-based;Windows;Windows Subsystem for Linux (WSL) | 1 | 2.0% |
| (Missing) | 2 | 4.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| windows | 19 | |
| macos | 9 | |
| linux-based | 9 | |
| macos;windows | 3 | 4.8% |
| linux-based;windows | 3 | 4.8% |
| subsystem | 3 | 4.8% |
| for | 3 | 4.8% |
| linux | 3 | 4.8% |
| wsl | 3 | 4.8% |
| linux-based;macos | 2 | 3.2% |
| Other values (5) | 5 | 8.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 52 | 9.5% |
| i | 48 | 8.7% |
| n | 47 | 8.5% |
| d | 44 | 8.0% |
| W | 32 | 5.8% |
| o | 32 | 5.8% |
| a | 30 | 5.5% |
| w | 29 | 5.3% |
| e | 22 | 4.0% |
| L | 21 | 3.8% |
| Other values (20) | 193 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 413 | |
| Uppercase Letter | 88 | 16.0% |
| Dash Punctuation | 15 | 2.7% |
| Space Separator | 14 | 2.5% |
| Other Punctuation | 12 | 2.2% |
| Open Punctuation | 4 | 0.7% |
| Close Punctuation | 4 | 0.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 52 | |
| i | 48 | |
| n | 47 | |
| d | 44 | |
| o | 32 | |
| a | 30 | |
| w | 29 | |
| e | 22 | 5.3% |
| u | 21 | 5.1% |
| b | 18 | 4.4% |
| Other values (10) | 70 |
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 32 | |
| L | 21 | |
| S | 20 | |
| O | 15 |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 11 | |
| : | 1 | 8.3% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 15 |
Space Separator
| Value | Count | Frequency (%) |
| 14 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 4 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 501 | |
| Common | 49 | 8.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 52 | 10.4% |
| i | 48 | 9.6% |
| n | 47 | 9.4% |
| d | 44 | 8.8% |
| W | 32 | 6.4% |
| o | 32 | 6.4% |
| a | 30 | 6.0% |
| w | 29 | 5.8% |
| e | 22 | 4.4% |
| L | 21 | 4.2% |
| Other values (14) | 144 |
Common
| Value | Count | Frequency (%) |
| - | 15 | |
| 14 | ||
| ; | 11 | |
| ( | 4 | 8.2% |
| ) | 4 | 8.2% |
| : | 1 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 550 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 52 | 9.5% |
| i | 48 | 8.7% |
| n | 47 | 8.5% |
| d | 44 | 8.0% |
| W | 32 | 5.8% |
| o | 32 | 5.8% |
| a | 30 | 5.5% |
| w | 29 | 5.3% |
| e | 22 | 4.0% |
| L | 21 | 3.8% |
| Other values (20) | 193 |
VersionControlSystem
Categorical
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 5 |
|---|---|
| Distinct (%) | 10.4% |
| Missing | 2 |
| Missing (%) | 4.0% |
| Memory size | 528.0 B |
| Git | |
|---|---|
| I don't use one | 2 |
| Git;Other (please specify): | 1 |
| Mercurial;SVN | 1 |
| Git;SVN | 1 |
Length
| Max length | 27 |
|---|---|
| Median length | 3 |
| Mean length | 4.2916667 |
| Min length | 3 |
Characters and Unicode
| Total characters | 206 |
|---|---|
| Distinct characters | 29 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 6.2% |
Sample
| 1st row | Git |
|---|---|
| 2nd row | Git |
| 3rd row | Git |
| 4th row | Git;Other (please specify): |
| 5th row | Git |
Common Values
| Value | Count | Frequency (%) |
| Git | 43 | |
| I don't use one | 2 | 4.0% |
| Git;Other (please specify): | 1 | 2.0% |
| Mercurial;SVN | 1 | 2.0% |
| Git;SVN | 1 | 2.0% |
| (Missing) | 2 | 4.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| git | 43 | |
| i | 2 | 3.6% |
| don't | 2 | 3.6% |
| use | 2 | 3.6% |
| one | 2 | 3.6% |
| git;other | 1 | 1.8% |
| please | 1 | 1.8% |
| specify | 1 | 1.8% |
| mercurial;svn | 1 | 1.8% |
| git;svn | 1 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 48 | |
| i | 47 | |
| G | 45 | |
| e | 9 | 4.4% |
| 8 | 3.9% | |
| o | 4 | 1.9% |
| n | 4 | 1.9% |
| s | 4 | 1.9% |
| ; | 3 | 1.5% |
| r | 3 | 1.5% |
| Other values (19) | 31 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 135 | |
| Uppercase Letter | 55 | |
| Space Separator | 8 | 3.9% |
| Other Punctuation | 6 | 2.9% |
| Open Punctuation | 1 | 0.5% |
| Close Punctuation | 1 | 0.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 48 | |
| i | 47 | |
| e | 9 | 6.7% |
| o | 4 | 3.0% |
| n | 4 | 3.0% |
| s | 4 | 3.0% |
| r | 3 | 2.2% |
| u | 3 | 2.2% |
| a | 2 | 1.5% |
| c | 2 | 1.5% |
| Other values (6) | 9 | 6.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 45 | |
| S | 2 | 3.6% |
| V | 2 | 3.6% |
| N | 2 | 3.6% |
| I | 2 | 3.6% |
| O | 1 | 1.8% |
| M | 1 | 1.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 3 | |
| ' | 2 | |
| : | 1 | 16.7% |
Space Separator
| Value | Count | Frequency (%) |
| 8 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 190 | |
| Common | 16 | 7.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 48 | |
| i | 47 | |
| G | 45 | |
| e | 9 | 4.7% |
| o | 4 | 2.1% |
| n | 4 | 2.1% |
| s | 4 | 2.1% |
| r | 3 | 1.6% |
| u | 3 | 1.6% |
| a | 2 | 1.1% |
| Other values (13) | 21 |
Common
| Value | Count | Frequency (%) |
| 8 | ||
| ; | 3 | 18.8% |
| ' | 2 | 12.5% |
| ( | 1 | 6.2% |
| ) | 1 | 6.2% |
| : | 1 | 6.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 206 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 48 | |
| i | 47 | |
| G | 45 | |
| e | 9 | 4.4% |
| 8 | 3.9% | |
| o | 4 | 1.9% |
| n | 4 | 1.9% |
| s | 4 | 1.9% |
| ; | 3 | 1.5% |
| r | 3 | 1.5% |
| Other values (19) | 31 |
VCInteraction
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 11 |
|---|---|
| Distinct (%) | 24.4% |
| Missing | 5 |
| Missing (%) | 10.0% |
| Memory size | 528.0 B |
| Code editor;Command-line | |
|---|---|
| Command-line | |
| Code editor | |
| Code editor;Command-line;Version control hosting service web GUI;Dedicated version control GUI application | |
| Command-line;Dedicated version control GUI application | |
| Other values (6) |
Length
| Max length | 106 |
|---|---|
| Median length | 94 |
| Mean length | 37.888889 |
| Min length | 11 |
Characters and Unicode
| Total characters | 1705 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 8.9% |
Sample
| 1st row | Code editor |
|---|---|
| 2nd row | Code editor;Command-line;Version control hosting service web GUI;Dedicated version control GUI application |
| 3rd row | Code editor |
| 4th row | Command-line;Version control hosting service web GUI;Dedicated version control GUI application |
| 5th row | Code editor;Command-line |
Common Values
| Value | Count | Frequency (%) |
| Code editor;Command-line | 12 | |
| Command-line | 11 | |
| Code editor | 5 | |
| Code editor;Command-line;Version control hosting service web GUI;Dedicated version control GUI application | 4 | 8.0% |
| Command-line;Dedicated version control GUI application | 3 | 6.0% |
| Code editor;Dedicated version control GUI application | 3 | 6.0% |
| Code editor;Command-line;Version control hosting service web GUI | 3 | 6.0% |
| Command-line;Version control hosting service web GUI;Dedicated version control GUI application | 1 | 2.0% |
| Version control hosting service web GUI;Dedicated version control GUI application | 1 | 2.0% |
| Code editor;Command-line;Dedicated version control GUI application | 1 | 2.0% |
| (Missing) | 5 |
Length
| Value | Count | Frequency (%) |
| code | 28 | |
| control | 23 | |
| gui | 17 | |
| version | 14 | |
| application | 13 | |
| editor;command-line | 12 | |
| command-line | 11 | 6.3% |
| web | 10 | 5.7% |
| service | 10 | 5.7% |
| hosting | 10 | 5.7% |
| Other values (7) | 27 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 184 | 10.8% |
| e | 171 | 10.0% |
| i | 146 | 8.6% |
| n | 141 | 8.3% |
| 130 | 7.6% | |
| d | 118 | 6.9% |
| t | 87 | 5.1% |
| r | 84 | 4.9% |
| a | 75 | 4.4% |
| l | 72 | 4.2% |
| Other values (17) | 497 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1341 | |
| Uppercase Letter | 156 | 9.1% |
| Space Separator | 130 | 7.6% |
| Other Punctuation | 42 | 2.5% |
| Dash Punctuation | 36 | 2.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 184 | |
| e | 171 | |
| i | 146 | |
| n | 141 | |
| d | 118 | |
| t | 87 | |
| r | 84 | |
| a | 75 | 5.6% |
| l | 72 | 5.4% |
| m | 72 | 5.4% |
| Other values (8) | 191 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 64 | |
| G | 23 | 14.7% |
| U | 23 | 14.7% |
| I | 23 | 14.7% |
| D | 13 | 8.3% |
| V | 10 | 6.4% |
Space Separator
| Value | Count | Frequency (%) |
| 130 |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 42 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 36 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1497 | |
| Common | 208 | 12.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 184 | |
| e | 171 | |
| i | 146 | |
| n | 141 | |
| d | 118 | 7.9% |
| t | 87 | 5.8% |
| r | 84 | 5.6% |
| a | 75 | 5.0% |
| l | 72 | 4.8% |
| m | 72 | 4.8% |
| Other values (14) | 347 |
Common
| Value | Count | Frequency (%) |
| 130 | ||
| ; | 42 | 20.2% |
| - | 36 | 17.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1705 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 184 | 10.8% |
| e | 171 | 10.0% |
| i | 146 | 8.6% |
| n | 141 | 8.3% |
| 130 | 7.6% | |
| d | 118 | 6.9% |
| t | 87 | 5.1% |
| r | 84 | 4.9% |
| a | 75 | 4.4% |
| l | 72 | 4.2% |
| Other values (17) | 497 |
VCHostingPersonal use
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 50 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 528.0 B |
VCHostingProfessional use
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 50 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 528.0 B |
OfficeStackAsyncHaveWorkedWith
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 15 |
|---|---|
| Distinct (%) | 57.7% |
| Missing | 24 |
| Missing (%) | 48.0% |
| Memory size | 528.0 B |
| Jira Work Management;Trello | |
|---|---|
| Confluence | |
| Confluence;Jira Work Management | |
| Confluence;Jira Work Management;Notion;Trello | |
| Jira Work Management | |
| Other values (10) |
Length
| Max length | 54 |
|---|---|
| Median length | 39.5 |
| Mean length | 24.846154 |
| Min length | 6 |
Characters and Unicode
| Total characters | 646 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 10 ? |
|---|---|
| Unique (%) | 38.5% |
Sample
| 1st row | Jira Work Management;Trello |
|---|---|
| 2nd row | Confluence |
| 3rd row | Confluence;Jira Work Management |
| 4th row | Confluence |
| 5th row | Confluence;Jira Work Management;Notion;Trello |
Common Values
| Value | Count | Frequency (%) |
| Jira Work Management;Trello | 4 | 8.0% |
| Confluence | 4 | 8.0% |
| Confluence;Jira Work Management | 4 | 8.0% |
| Confluence;Jira Work Management;Notion;Trello | 2 | 4.0% |
| Jira Work Management | 2 | 4.0% |
| Airtable;Confluence;Jira Work Management;Notion;Trello | 1 | 2.0% |
| Asana;Jira Work Management;Trello | 1 | 2.0% |
| Trello | 1 | 2.0% |
| Notion | 1 | 2.0% |
| Confluence;Notion | 1 | 2.0% |
| Other values (5) | 5 | 10.0% |
| (Missing) | 24 |
Length
| Value | Count | Frequency (%) |
| work | 17 | |
| management;trello | 7 | |
| confluence;jira | 7 | |
| management | 7 | |
| jira | 6 | 10.0% |
| confluence | 4 | 6.7% |
| management;notion;trello | 3 | 5.0% |
| asana;jira | 2 | 3.3% |
| airtable;confluence;jira | 1 | 1.7% |
| trello | 1 | 1.7% |
| Other values (5) | 5 | 8.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 73 | 11.3% |
| n | 70 | 10.8% |
| a | 59 | 9.1% |
| o | 56 | 8.7% |
| r | 47 | 7.3% |
| l | 39 | 6.0% |
| 34 | 5.3% | |
| ; | 28 | 4.3% |
| i | 25 | 3.9% |
| t | 24 | 3.7% |
| Other values (20) | 191 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 495 | |
| Uppercase Letter | 88 | 13.6% |
| Space Separator | 34 | 5.3% |
| Other Punctuation | 29 | 4.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 73 | |
| n | 70 | |
| a | 59 | |
| o | 56 | |
| r | 47 | |
| l | 39 | |
| i | 25 | 5.1% |
| t | 24 | 4.8% |
| m | 19 | 3.8% |
| k | 18 | 3.6% |
| Other values (9) | 65 |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 17 | |
| M | 17 | |
| W | 17 | |
| C | 14 | |
| T | 12 | |
| N | 6 | 6.8% |
| A | 4 | 4.5% |
| U | 1 | 1.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 28 | |
| . | 1 | 3.4% |
Space Separator
| Value | Count | Frequency (%) |
| 34 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 583 | |
| Common | 63 | 9.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 73 | |
| n | 70 | |
| a | 59 | 10.1% |
| o | 56 | 9.6% |
| r | 47 | 8.1% |
| l | 39 | 6.7% |
| i | 25 | 4.3% |
| t | 24 | 4.1% |
| m | 19 | 3.3% |
| k | 18 | 3.1% |
| Other values (17) | 153 |
Common
| Value | Count | Frequency (%) |
| 34 | ||
| ; | 28 | |
| . | 1 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 646 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 73 | 11.3% |
| n | 70 | 10.8% |
| a | 59 | 9.1% |
| o | 56 | 8.7% |
| r | 47 | 7.3% |
| l | 39 | 6.0% |
| 34 | 5.3% | |
| ; | 28 | 4.3% |
| i | 25 | 3.9% |
| t | 24 | 3.7% |
| Other values (20) | 191 |
OfficeStackAsyncWantToWorkWith
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 10 |
|---|---|
| Distinct (%) | 55.6% |
| Missing | 32 |
| Missing (%) | 64.0% |
| Memory size | 528.0 B |
| Jira Work Management;Trello | |
|---|---|
| Jira Work Management | |
| Confluence;Jira Work Management | |
| Notion | |
| Trello | |
| Other values (5) |
Length
| Max length | 33 |
|---|---|
| Median length | 27 |
| Mean length | 17.111111 |
| Min length | 5 |
Characters and Unicode
| Total characters | 308 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 22.2% |
Sample
| 1st row | Jira Work Management;Trello |
|---|---|
| 2nd row | Confluence;Jira Work Management |
| 3rd row | Notion;Trello |
| 4th row | Jira Work Management;Trello |
| 5th row | Notion |
Common Values
| Value | Count | Frequency (%) |
| Jira Work Management;Trello | 3 | 6.0% |
| Jira Work Management | 3 | 6.0% |
| Confluence;Jira Work Management | 2 | 4.0% |
| Notion | 2 | 4.0% |
| Trello | 2 | 4.0% |
| Confluence | 2 | 4.0% |
| Notion;Trello | 1 | 2.0% |
| Asana;Jira Work Management;Trello | 1 | 2.0% |
| Asana | 1 | 2.0% |
| monday.com | 1 | 2.0% |
| (Missing) | 32 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| work | 9 | |
| jira | 6 | |
| management | 5 | |
| management;trello | 4 | |
| confluence;jira | 2 | 5.6% |
| notion | 2 | 5.6% |
| trello | 2 | 5.6% |
| confluence | 2 | 5.6% |
| notion;trello | 1 | 2.8% |
| asana;jira | 1 | 2.8% |
| Other values (2) | 2 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 33 | 10.7% |
| a | 32 | 10.4% |
| n | 32 | 10.4% |
| o | 28 | 9.1% |
| r | 25 | 8.1% |
| 18 | 5.8% | |
| l | 18 | 5.8% |
| t | 12 | 3.9% |
| i | 12 | 3.9% |
| m | 11 | 3.6% |
| Other values (17) | 87 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 238 | |
| Uppercase Letter | 43 | 14.0% |
| Space Separator | 18 | 5.8% |
| Other Punctuation | 9 | 2.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 33 | |
| a | 32 | |
| n | 32 | |
| o | 28 | |
| r | 25 | |
| l | 18 | |
| t | 12 | 5.0% |
| i | 12 | 5.0% |
| m | 11 | 4.6% |
| g | 9 | 3.8% |
| Other values (7) | 26 |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 9 | |
| M | 9 | |
| W | 9 | |
| T | 7 | |
| C | 4 | |
| N | 3 | 7.0% |
| A | 2 | 4.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 8 | |
| . | 1 | 11.1% |
Space Separator
| Value | Count | Frequency (%) |
| 18 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 281 | |
| Common | 27 | 8.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 33 | |
| a | 32 | |
| n | 32 | |
| o | 28 | |
| r | 25 | 8.9% |
| l | 18 | 6.4% |
| t | 12 | 4.3% |
| i | 12 | 4.3% |
| m | 11 | 3.9% |
| J | 9 | 3.2% |
| Other values (14) | 69 |
Common
| Value | Count | Frequency (%) |
| 18 | ||
| ; | 8 | |
| . | 1 | 3.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 308 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 33 | 10.7% |
| a | 32 | 10.4% |
| n | 32 | 10.4% |
| o | 28 | 9.1% |
| r | 25 | 8.1% |
| 18 | 5.8% | |
| l | 18 | 5.8% |
| t | 12 | 3.9% |
| i | 12 | 3.9% |
| m | 11 | 3.6% |
| Other values (17) | 87 |
OfficeStackSyncHaveWorkedWith
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 14 |
|---|---|
| Distinct (%) | 35.9% |
| Missing | 11 |
| Missing (%) | 22.0% |
| Memory size | 528.0 B |
| Microsoft Teams | |
|---|---|
| Microsoft Teams;Slack;Zoom | |
| Microsoft Teams;Zoom | |
| Slack;Zoom | |
| Microsoft Teams;Slack | |
| Other values (9) |
Length
| Max length | 68 |
|---|---|
| Median length | 33 |
| Mean length | 20.769231 |
| Min length | 4 |
Characters and Unicode
| Total characters | 810 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 6 ? |
|---|---|
| Unique (%) | 15.4% |
Sample
| 1st row | Microsoft Teams |
|---|---|
| 2nd row | Slack;Zoom |
| 3rd row | Microsoft Teams;Zoom |
| 4th row | Rocketchat;Slack;Zoom |
| 5th row | Google Chat;Microsoft Teams;Slack;Zoom |
Common Values
| Value | Count | Frequency (%) |
| Microsoft Teams | 8 | |
| Microsoft Teams;Slack;Zoom | 7 | |
| Microsoft Teams;Zoom | 5 | |
| Slack;Zoom | 4 | 8.0% |
| Microsoft Teams;Slack | 3 | 6.0% |
| Google Chat;Microsoft Teams;Slack;Zoom | 2 | 4.0% |
| Google Chat;Slack;Zoom | 2 | 4.0% |
| Slack | 2 | 4.0% |
| Rocketchat;Slack;Zoom | 1 | 2.0% |
| Google Chat;Microsoft Teams;Zoom | 1 | 2.0% |
| Other values (4) | 4 | 8.0% |
| (Missing) | 11 |
Length
| Value | Count | Frequency (%) |
| microsoft | 23 | |
| teams;slack;zoom | 9 | 11.7% |
| teams | 8 | 10.4% |
| 7 | 9.1% | |
| teams;zoom | 6 | 7.8% |
| chat;microsoft | 5 | 6.5% |
| slack;zoom | 4 | 5.2% |
| teams;slack | 4 | 5.2% |
| slack | 2 | 2.6% |
| chat;slack;zoom | 2 | 2.6% |
| Other values (7) | 7 | 9.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 122 | |
| a | 63 | 7.8% |
| s | 58 | 7.2% |
| c | 55 | 6.8% |
| m | 53 | 6.5% |
| ; | 48 | 5.9% |
| e | 41 | 5.1% |
| t | 39 | 4.8% |
| 38 | 4.7% | |
| l | 33 | 4.1% |
| Other values (17) | 260 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 598 | |
| Uppercase Letter | 126 | 15.6% |
| Other Punctuation | 48 | 5.9% |
| Space Separator | 38 | 4.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 122 | |
| a | 63 | |
| s | 58 | |
| c | 55 | |
| m | 53 | |
| e | 41 | 6.9% |
| t | 39 | 6.5% |
| l | 33 | 5.5% |
| i | 30 | 5.0% |
| r | 29 | 4.8% |
| Other values (7) | 75 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 29 | |
| M | 28 | |
| S | 24 | |
| Z | 24 | |
| C | 10 | 7.9% |
| G | 8 | 6.3% |
| R | 2 | 1.6% |
| W | 1 | 0.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 48 |
Space Separator
| Value | Count | Frequency (%) |
| 38 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 724 | |
| Common | 86 | 10.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 122 | |
| a | 63 | 8.7% |
| s | 58 | 8.0% |
| c | 55 | 7.6% |
| m | 53 | 7.3% |
| e | 41 | 5.7% |
| t | 39 | 5.4% |
| l | 33 | 4.6% |
| i | 30 | 4.1% |
| r | 29 | 4.0% |
| Other values (15) | 201 |
Common
| Value | Count | Frequency (%) |
| ; | 48 | |
| 38 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 810 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 122 | |
| a | 63 | 7.8% |
| s | 58 | 7.2% |
| c | 55 | 6.8% |
| m | 53 | 6.5% |
| ; | 48 | 5.9% |
| e | 41 | 5.1% |
| t | 39 | 4.8% |
| 38 | 4.7% | |
| l | 33 | 4.1% |
| Other values (17) | 260 |
OfficeStackSyncWantToWorkWith
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 10 |
|---|---|
| Distinct (%) | 32.3% |
| Missing | 19 |
| Missing (%) | 38.0% |
| Memory size | 528.0 B |
| Microsoft Teams | |
|---|---|
| Slack | |
| Slack;Zoom | |
| Microsoft Teams;Slack | |
| Microsoft Teams;Zoom | |
| Other values (5) |
Length
| Max length | 22 |
|---|---|
| Median length | 20 |
| Mean length | 13.258065 |
| Min length | 4 |
Characters and Unicode
| Total characters | 411 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 12.9% |
Sample
| 1st row | Microsoft Teams |
|---|---|
| 2nd row | Slack;Zoom |
| 3rd row | Rocketchat;Slack;Zoom |
| 4th row | Google Chat;Slack;Zoom |
| 5th row | Microsoft Teams |
Common Values
| Value | Count | Frequency (%) |
| Microsoft Teams | 7 | 14.0% |
| Slack | 7 | 14.0% |
| Slack;Zoom | 5 | 10.0% |
| Microsoft Teams;Slack | 3 | 6.0% |
| Microsoft Teams;Zoom | 3 | 6.0% |
| Google Chat;Slack | 2 | 4.0% |
| Rocketchat;Slack;Zoom | 1 | 2.0% |
| Google Chat;Slack;Zoom | 1 | 2.0% |
| Zoom | 1 | 2.0% |
| RingCentral;Slack | 1 | 2.0% |
| (Missing) | 19 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| microsoft | 13 | |
| teams | 7 | |
| slack | 7 | |
| slack;zoom | 5 | 10.6% |
| teams;slack | 3 | 6.4% |
| teams;zoom | 3 | 6.4% |
| 3 | 6.4% | |
| chat;slack | 2 | 4.3% |
| rocketchat;slack;zoom | 1 | 2.1% |
| chat;slack;zoom | 1 | 2.1% |
| Other values (2) | 2 | 4.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 55 | |
| a | 38 | 9.2% |
| c | 35 | 8.5% |
| s | 26 | 6.3% |
| m | 24 | 5.8% |
| l | 24 | 5.8% |
| k | 21 | 5.1% |
| S | 20 | 4.9% |
| t | 19 | 4.6% |
| ; | 18 | 4.4% |
| Other values (14) | 131 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 311 | |
| Uppercase Letter | 66 | 16.1% |
| Other Punctuation | 18 | 4.4% |
| Space Separator | 16 | 3.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 55 | |
| a | 38 | |
| c | 35 | |
| s | 26 | |
| m | 24 | |
| l | 24 | |
| k | 21 | 6.8% |
| t | 19 | 6.1% |
| e | 18 | 5.8% |
| r | 14 | 4.5% |
| Other values (5) | 37 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 20 | |
| M | 13 | |
| T | 13 | |
| Z | 11 | |
| C | 4 | 6.1% |
| G | 3 | 4.5% |
| R | 2 | 3.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 18 |
Space Separator
| Value | Count | Frequency (%) |
| 16 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 377 | |
| Common | 34 | 8.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 55 | |
| a | 38 | 10.1% |
| c | 35 | 9.3% |
| s | 26 | 6.9% |
| m | 24 | 6.4% |
| l | 24 | 6.4% |
| k | 21 | 5.6% |
| S | 20 | 5.3% |
| t | 19 | 5.0% |
| e | 18 | 4.8% |
| Other values (12) | 97 |
Common
| Value | Count | Frequency (%) |
| ; | 18 | |
| 16 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 411 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 55 | |
| a | 38 | 9.2% |
| c | 35 | 8.5% |
| s | 26 | 6.3% |
| m | 24 | 5.8% |
| l | 24 | 5.8% |
| k | 21 | 5.1% |
| S | 20 | 4.9% |
| t | 19 | 4.6% |
| ; | 18 | 4.4% |
| Other values (14) | 131 |
Blockchain
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 6 |
|---|---|
| Distinct (%) | 12.8% |
| Missing | 3 |
| Missing (%) | 6.0% |
| Memory size | 528.0 B |
| Very unfavorable | |
|---|---|
| Indifferent | |
| Unfavorable | |
| Favorable | |
| Unsure |
Length
| Max length | 16 |
|---|---|
| Median length | 14 |
| Mean length | 12.212766 |
| Min length | 6 |
Characters and Unicode
| Total characters | 574 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Very unfavorable |
|---|---|
| 2nd row | Very unfavorable |
| 3rd row | Very unfavorable |
| 4th row | Unfavorable |
| 5th row | Very unfavorable |
Common Values
| Value | Count | Frequency (%) |
| Very unfavorable | 16 | |
| Indifferent | 10 | |
| Unfavorable | 7 | |
| Favorable | 5 | 10.0% |
| Unsure | 5 | 10.0% |
| Very favorable | 4 | 8.0% |
| (Missing) | 3 | 6.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| unfavorable | 23 | |
| very | 20 | |
| indifferent | 10 | |
| favorable | 9 | 13.4% |
| unsure | 5 | 7.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 77 | |
| r | 67 | |
| a | 64 | |
| n | 48 | 8.4% |
| f | 47 | 8.2% |
| o | 32 | 5.6% |
| l | 32 | 5.6% |
| b | 32 | 5.6% |
| v | 32 | 5.6% |
| u | 21 | 3.7% |
| Other values (10) | 122 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 507 | |
| Uppercase Letter | 47 | 8.2% |
| Space Separator | 20 | 3.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 77 | |
| r | 67 | |
| a | 64 | |
| n | 48 | |
| f | 47 | |
| o | 32 | |
| l | 32 | |
| b | 32 | |
| v | 32 | |
| u | 21 | 4.1% |
| Other values (5) | 55 |
Uppercase Letter
| Value | Count | Frequency (%) |
| V | 20 | |
| U | 12 | |
| I | 10 | |
| F | 5 | 10.6% |
Space Separator
| Value | Count | Frequency (%) |
| 20 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 554 | |
| Common | 20 | 3.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 77 | |
| r | 67 | |
| a | 64 | |
| n | 48 | |
| f | 47 | |
| o | 32 | 5.8% |
| l | 32 | 5.8% |
| b | 32 | 5.8% |
| v | 32 | 5.8% |
| u | 21 | 3.8% |
| Other values (9) | 102 |
Common
| Value | Count | Frequency (%) |
| 20 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 574 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 77 | |
| r | 67 | |
| a | 64 | |
| n | 48 | 8.4% |
| f | 47 | 8.2% |
| o | 32 | 5.6% |
| l | 32 | 5.6% |
| b | 32 | 5.6% |
| v | 32 | 5.6% |
| u | 21 | 3.7% |
| Other values (10) | 122 |
NEWSOSites
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 5 |
|---|---|
| Distinct (%) | 10.4% |
| Missing | 2 |
| Missing (%) | 4.0% |
| Memory size | 528.0 B |
| Stack Overflow;Stack Exchange | |
|---|---|
| Stack Overflow | |
| Collectives on Stack Overflow;Stack Overflow for Teams (private knowledge sharing & collaboration platform for companies);Stack Overflow;Stack Exchange | |
| Collectives on Stack Overflow;Stack Overflow;Stack Exchange | |
| Stack Overflow for Teams (private knowledge sharing & collaboration platform for companies);Stack Overflow;Stack Exchange | 2 |
Length
| Max length | 151 |
|---|---|
| Median length | 29 |
| Mean length | 46.479167 |
| Min length | 14 |
Characters and Unicode
| Total characters | 2231 |
|---|---|
| Distinct characters | 31 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Collectives on Stack Overflow;Stack Overflow for Teams (private knowledge sharing & collaboration platform for companies);Stack Overflow;Stack Exchange |
|---|---|
| 2nd row | Collectives on Stack Overflow;Stack Overflow;Stack Exchange |
| 3rd row | Collectives on Stack Overflow;Stack Overflow for Teams (private knowledge sharing & collaboration platform for companies);Stack Overflow;Stack Exchange |
| 4th row | Collectives on Stack Overflow;Stack Overflow for Teams (private knowledge sharing & collaboration platform for companies);Stack Overflow;Stack Exchange |
| 5th row | Stack Overflow;Stack Exchange |
Common Values
| Value | Count | Frequency (%) |
| Stack Overflow;Stack Exchange | 29 | |
| Stack Overflow | 7 | 14.0% |
| Collectives on Stack Overflow;Stack Overflow for Teams (private knowledge sharing & collaboration platform for companies);Stack Overflow;Stack Exchange | 5 | 10.0% |
| Collectives on Stack Overflow;Stack Overflow;Stack Exchange | 5 | 10.0% |
| Stack Overflow for Teams (private knowledge sharing & collaboration platform for companies);Stack Overflow;Stack Exchange | 2 | 4.0% |
| (Missing) | 2 | 4.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| overflow;stack | 51 | |
| stack | 48 | |
| exchange | 41 | |
| overflow | 14 | 5.7% |
| for | 14 | 5.7% |
| collectives | 10 | 4.1% |
| on | 10 | 4.1% |
| teams | 7 | 2.9% |
| private | 7 | 2.9% |
| knowledge | 7 | 2.9% |
| Other values (5) | 35 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 196 | 8.8% |
| 196 | 8.8% | |
| c | 171 | 7.7% |
| e | 161 | 7.2% |
| o | 141 | 6.3% |
| t | 137 | 6.1% |
| l | 113 | 5.1% |
| k | 113 | 5.1% |
| r | 107 | 4.8% |
| S | 106 | 4.8% |
| Other values (21) | 790 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1727 | |
| Uppercase Letter | 229 | 10.3% |
| Space Separator | 196 | 8.8% |
| Other Punctuation | 65 | 2.9% |
| Open Punctuation | 7 | 0.3% |
| Close Punctuation | 7 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 196 | |
| c | 171 | |
| e | 161 | 9.3% |
| o | 141 | 8.2% |
| t | 137 | 7.9% |
| l | 113 | 6.5% |
| k | 113 | 6.5% |
| r | 107 | 6.2% |
| f | 86 | 5.0% |
| v | 82 | 4.7% |
| Other values (11) | 420 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 106 | |
| O | 65 | |
| E | 41 | 17.9% |
| C | 10 | 4.4% |
| T | 7 | 3.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 58 | |
| & | 7 | 10.8% |
Space Separator
| Value | Count | Frequency (%) |
| 196 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 7 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 7 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1956 | |
| Common | 275 | 12.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 196 | 10.0% |
| c | 171 | 8.7% |
| e | 161 | 8.2% |
| o | 141 | 7.2% |
| t | 137 | 7.0% |
| l | 113 | 5.8% |
| k | 113 | 5.8% |
| r | 107 | 5.5% |
| S | 106 | 5.4% |
| f | 86 | 4.4% |
| Other values (16) | 625 |
Common
| Value | Count | Frequency (%) |
| 196 | ||
| ; | 58 | 21.1% |
| ( | 7 | 2.5% |
| & | 7 | 2.5% |
| ) | 7 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2231 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 196 | 8.8% |
| 196 | 8.8% | |
| c | 171 | 7.7% |
| e | 161 | 7.2% |
| o | 141 | 6.3% |
| t | 137 | 6.1% |
| l | 113 | 5.1% |
| k | 113 | 5.1% |
| r | 107 | 4.8% |
| S | 106 | 4.8% |
| Other values (21) | 790 |
SOVisitFreq
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 10.4% |
| Missing | 2 |
| Missing (%) | 4.0% |
| Memory size | 528.0 B |
| Daily or almost daily | |
|---|---|
| Multiple times per day | |
| A few times per month or weekly | |
| A few times per week | |
| Less than once per month or monthly | 1 |
Length
| Max length | 35 |
|---|---|
| Median length | 31 |
| Mean length | 23.020833 |
| Min length | 20 |
Characters and Unicode
| Total characters | 1105 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 2.1% |
Sample
| 1st row | Daily or almost daily |
|---|---|
| 2nd row | Multiple times per day |
| 3rd row | Daily or almost daily |
| 4th row | Multiple times per day |
| 5th row | Multiple times per day |
Common Values
| Value | Count | Frequency (%) |
| Daily or almost daily | 19 | |
| Multiple times per day | 17 | |
| A few times per month or weekly | 7 | 14.0% |
| A few times per week | 4 | 8.0% |
| Less than once per month or monthly | 1 | 2.0% |
| (Missing) | 2 | 4.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| daily | 38 | |
| per | 29 | |
| times | 28 | |
| or | 27 | |
| almost | 19 | |
| multiple | 17 | |
| day | 17 | |
| a | 11 | 5.0% |
| few | 11 | 5.0% |
| month | 8 | 3.6% |
| Other values (6) | 15 | 6.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 172 | ||
| e | 109 | |
| l | 99 | 9.0% |
| i | 83 | 7.5% |
| a | 75 | 6.8% |
| t | 74 | 6.7% |
| y | 63 | 5.7% |
| o | 56 | 5.1% |
| r | 56 | 5.1% |
| m | 56 | 5.1% |
| Other values (14) | 262 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 885 | |
| Space Separator | 172 | 15.6% |
| Uppercase Letter | 48 | 4.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 109 | |
| l | 99 | |
| i | 83 | |
| a | 75 | |
| t | 74 | |
| y | 63 | 7.1% |
| o | 56 | 6.3% |
| r | 56 | 6.3% |
| m | 56 | 6.3% |
| s | 49 | 5.5% |
| Other values (9) | 165 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 19 | |
| M | 17 | |
| A | 11 | |
| L | 1 | 2.1% |
Space Separator
| Value | Count | Frequency (%) |
| 172 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 933 | |
| Common | 172 | 15.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 109 | |
| l | 99 | |
| i | 83 | 8.9% |
| a | 75 | 8.0% |
| t | 74 | 7.9% |
| y | 63 | 6.8% |
| o | 56 | 6.0% |
| r | 56 | 6.0% |
| m | 56 | 6.0% |
| s | 49 | 5.3% |
| Other values (13) | 213 |
Common
| Value | Count | Frequency (%) |
| 172 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1105 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 172 | ||
| e | 109 | |
| l | 99 | 9.0% |
| i | 83 | 7.5% |
| a | 75 | 6.8% |
| t | 74 | 6.7% |
| y | 63 | 5.7% |
| o | 56 | 5.1% |
| r | 56 | 5.1% |
| m | 56 | 5.1% |
| Other values (14) | 262 |
SOAccount
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 2 |
| Missing (%) | 4.0% |
| Memory size | 528.0 B |
| Yes | |
|---|---|
| No | |
| Not sure/can't remember | 3 |
Length
| Max length | 23 |
|---|---|
| Median length | 3 |
| Mean length | 4.1458333 |
| Min length | 2 |
Characters and Unicode
| Total characters | 199 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Yes |
|---|---|
| 2nd row | Yes |
| 3rd row | Yes |
| 4th row | Yes |
| 5th row | Yes |
Common Values
| Value | Count | Frequency (%) |
| Yes | 40 | |
| No | 5 | 10.0% |
| Not sure/can't remember | 3 | 6.0% |
| (Missing) | 2 | 4.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| yes | 40 | |
| no | 5 | 9.3% |
| not | 3 | 5.6% |
| sure/can't | 3 | 5.6% |
| remember | 3 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 52 | |
| s | 43 | |
| Y | 40 | |
| r | 9 | 4.5% |
| N | 8 | 4.0% |
| o | 8 | 4.0% |
| t | 6 | 3.0% |
| 6 | 3.0% | |
| m | 6 | 3.0% |
| u | 3 | 1.5% |
| Other values (6) | 18 | 9.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 139 | |
| Uppercase Letter | 48 | 24.1% |
| Space Separator | 6 | 3.0% |
| Other Punctuation | 6 | 3.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 52 | |
| s | 43 | |
| r | 9 | 6.5% |
| o | 8 | 5.8% |
| t | 6 | 4.3% |
| m | 6 | 4.3% |
| u | 3 | 2.2% |
| c | 3 | 2.2% |
| a | 3 | 2.2% |
| n | 3 | 2.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| Y | 40 | |
| N | 8 | 16.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 3 | |
| ' | 3 |
Space Separator
| Value | Count | Frequency (%) |
| 6 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 187 | |
| Common | 12 | 6.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 52 | |
| s | 43 | |
| Y | 40 | |
| r | 9 | 4.8% |
| N | 8 | 4.3% |
| o | 8 | 4.3% |
| t | 6 | 3.2% |
| m | 6 | 3.2% |
| u | 3 | 1.6% |
| c | 3 | 1.6% |
| Other values (3) | 9 | 4.8% |
Common
| Value | Count | Frequency (%) |
| 6 | ||
| / | 3 | |
| ' | 3 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 199 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 52 | |
| s | 43 | |
| Y | 40 | |
| r | 9 | 4.5% |
| N | 8 | 4.0% |
| o | 8 | 4.0% |
| t | 6 | 3.0% |
| 6 | 3.0% | |
| m | 6 | 3.0% |
| u | 3 | 1.5% |
| Other values (6) | 18 | 9.0% |
SOPartFreq
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 6 |
|---|---|
| Distinct (%) | 15.0% |
| Missing | 10 |
| Missing (%) | 20.0% |
| Memory size | 528.0 B |
| Less than once per month or monthly | |
|---|---|
| Multiple times per day | |
| I have never participated in Q&A on Stack Overflow | |
| A few times per month or weekly | |
| Daily or almost daily |
Length
| Max length | 50 |
|---|---|
| Median length | 31 |
| Mean length | 31.775 |
| Min length | 20 |
Characters and Unicode
| Total characters | 1271 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Daily or almost daily |
|---|---|
| 2nd row | Multiple times per day |
| 3rd row | A few times per week |
| 4th row | Daily or almost daily |
| 5th row | Multiple times per day |
Common Values
| Value | Count | Frequency (%) |
| Less than once per month or monthly | 11 | |
| Multiple times per day | 7 | |
| I have never participated in Q&A on Stack Overflow | 7 | |
| A few times per month or weekly | 7 | |
| Daily or almost daily | 5 | |
| A few times per week | 3 | 6.0% |
| (Missing) | 10 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| per | 28 | 11.1% |
| or | 23 | 9.1% |
| month | 18 | 7.1% |
| times | 17 | 6.7% |
| less | 11 | 4.4% |
| once | 11 | 4.4% |
| monthly | 11 | 4.4% |
| than | 11 | 4.4% |
| daily | 10 | 4.0% |
| few | 10 | 4.0% |
| Other values (15) | 102 |
Most occurring characters
| Value | Count | Frequency (%) |
| 212 | ||
| e | 139 | 10.9% |
| t | 90 | 7.1% |
| o | 82 | 6.5% |
| n | 72 | 5.7% |
| r | 72 | 5.7% |
| a | 61 | 4.8% |
| i | 55 | 4.3% |
| l | 54 | 4.2% |
| m | 51 | 4.0% |
| Other values (20) | 383 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 984 | |
| Space Separator | 212 | 16.7% |
| Uppercase Letter | 68 | 5.4% |
| Other Punctuation | 7 | 0.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 139 | |
| t | 90 | 9.1% |
| o | 82 | 8.3% |
| n | 72 | 7.3% |
| r | 72 | 7.3% |
| a | 61 | 6.2% |
| i | 55 | 5.6% |
| l | 54 | 5.5% |
| m | 51 | 5.2% |
| p | 49 | 5.0% |
| Other values (10) | 259 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 17 | |
| L | 11 | |
| O | 7 | |
| S | 7 | |
| M | 7 | |
| Q | 7 | |
| I | 7 | |
| D | 5 | 7.4% |
Space Separator
| Value | Count | Frequency (%) |
| 212 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 7 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1052 | |
| Common | 219 | 17.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 139 | |
| t | 90 | 8.6% |
| o | 82 | 7.8% |
| n | 72 | 6.8% |
| r | 72 | 6.8% |
| a | 61 | 5.8% |
| i | 55 | 5.2% |
| l | 54 | 5.1% |
| m | 51 | 4.8% |
| p | 49 | 4.7% |
| Other values (18) | 327 |
Common
| Value | Count | Frequency (%) |
| 212 | ||
| & | 7 | 3.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1271 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 212 | ||
| e | 139 | 10.9% |
| t | 90 | 7.1% |
| o | 82 | 6.5% |
| n | 72 | 5.7% |
| r | 72 | 5.7% |
| a | 61 | 4.8% |
| i | 55 | 4.3% |
| l | 54 | 4.2% |
| m | 51 | 4.0% |
| Other values (20) | 383 |
SOComm
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 6 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 2 |
| Missing (%) | 4.0% |
| Memory size | 528.0 B |
| Yes, definitely | |
|---|---|
| No, not really | |
| Neutral | |
| Yes, somewhat | |
| No, not at all |
Length
| Max length | 15 |
|---|---|
| Median length | 14 |
| Mean length | 12.854167 |
| Min length | 7 |
Characters and Unicode
| Total characters | 617 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 2.1% |
Sample
| 1st row | Not sure |
|---|---|
| 2nd row | Neutral |
| 3rd row | Yes, definitely |
| 4th row | Yes, definitely |
| 5th row | Yes, definitely |
Common Values
| Value | Count | Frequency (%) |
| Yes, definitely | 15 | |
| No, not really | 12 | |
| Neutral | 8 | |
| Yes, somewhat | 8 | |
| No, not at all | 4 | 8.0% |
| Not sure | 1 | 2.0% |
| (Missing) | 2 | 4.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| yes | 23 | |
| not | 17 | |
| no | 16 | |
| definitely | 15 | |
| really | 12 | |
| neutral | 8 | 7.4% |
| somewhat | 8 | 7.4% |
| at | 4 | 3.7% |
| all | 4 | 3.7% |
| sure | 1 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 82 | |
| 60 | 9.7% | |
| l | 55 | 8.9% |
| t | 52 | 8.4% |
| o | 41 | 6.6% |
| , | 39 | 6.3% |
| a | 36 | 5.8% |
| s | 32 | 5.2% |
| n | 31 | 5.0% |
| i | 30 | 4.9% |
| Other values (10) | 159 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 470 | |
| Space Separator | 60 | 9.7% |
| Uppercase Letter | 48 | 7.8% |
| Other Punctuation | 39 | 6.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 82 | |
| l | 55 | |
| t | 52 | |
| o | 41 | |
| a | 36 | |
| s | 32 | 6.8% |
| n | 31 | 6.6% |
| i | 30 | 6.4% |
| y | 27 | 5.7% |
| r | 21 | 4.5% |
| Other values (6) | 63 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 25 | |
| Y | 23 |
Space Separator
| Value | Count | Frequency (%) |
| 60 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 39 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 518 | |
| Common | 99 | 16.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 82 | |
| l | 55 | |
| t | 52 | |
| o | 41 | 7.9% |
| a | 36 | 6.9% |
| s | 32 | 6.2% |
| n | 31 | 6.0% |
| i | 30 | 5.8% |
| y | 27 | 5.2% |
| N | 25 | 4.8% |
| Other values (8) | 107 |
Common
| Value | Count | Frequency (%) |
| 60 | ||
| , | 39 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 617 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 82 | |
| 60 | 9.7% | |
| l | 55 | 8.9% |
| t | 52 | 8.4% |
| o | 41 | 6.6% |
| , | 39 | 6.3% |
| a | 36 | 5.8% |
| s | 32 | 5.2% |
| n | 31 | 5.0% |
| i | 30 | 4.9% |
| Other values (10) | 159 |
Age
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 6 |
|---|---|
| Distinct (%) | 13.0% |
| Missing | 4 |
| Missing (%) | 8.0% |
| Memory size | 528.0 B |
| 25-34 years old | |
|---|---|
| 35-44 years old | |
| 18-24 years old | |
| 45-54 years old | |
| 55-64 years old |
Length
| Max length | 18 |
|---|---|
| Median length | 15 |
| Mean length | 15.130435 |
| Min length | 15 |
Characters and Unicode
| Total characters | 696 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 25-34 years old |
|---|---|
| 2nd row | 35-44 years old |
| 3rd row | 25-34 years old |
| 4th row | 25-34 years old |
| 5th row | Under 18 years old |
Common Values
| Value | Count | Frequency (%) |
| 25-34 years old | 21 | |
| 35-44 years old | 9 | |
| 18-24 years old | 8 | 16.0% |
| 45-54 years old | 3 | 6.0% |
| 55-64 years old | 3 | 6.0% |
| Under 18 years old | 2 | 4.0% |
| (Missing) | 4 | 8.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| years | 46 | |
| old | 46 | |
| 25-34 | 21 | |
| 35-44 | 9 | 6.4% |
| 18-24 | 8 | 5.7% |
| 45-54 | 3 | 2.1% |
| 55-64 | 3 | 2.1% |
| under | 2 | 1.4% |
| 18 | 2 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 94 | ||
| 4 | 56 | 8.0% |
| r | 48 | 6.9% |
| d | 48 | 6.9% |
| e | 48 | 6.9% |
| y | 46 | 6.6% |
| a | 46 | 6.6% |
| s | 46 | 6.6% |
| o | 46 | 6.6% |
| l | 46 | 6.6% |
| Other values (9) | 172 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 376 | |
| Decimal Number | 180 | |
| Space Separator | 94 | 13.5% |
| Dash Punctuation | 44 | 6.3% |
| Uppercase Letter | 2 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 48 | |
| d | 48 | |
| e | 48 | |
| y | 46 | |
| a | 46 | |
| s | 46 | |
| o | 46 | |
| l | 46 | |
| n | 2 | 0.5% |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 56 | |
| 5 | 42 | |
| 3 | 30 | |
| 2 | 29 | |
| 1 | 10 | 5.6% |
| 8 | 10 | 5.6% |
| 6 | 3 | 1.7% |
Space Separator
| Value | Count | Frequency (%) |
| 94 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 44 |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 378 | |
| Common | 318 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 48 | |
| d | 48 | |
| e | 48 | |
| y | 46 | |
| a | 46 | |
| s | 46 | |
| o | 46 | |
| l | 46 | |
| U | 2 | 0.5% |
| n | 2 | 0.5% |
Common
| Value | Count | Frequency (%) |
| 94 | ||
| 4 | 56 | |
| - | 44 | |
| 5 | 42 | |
| 3 | 30 | 9.4% |
| 2 | 29 | 9.1% |
| 1 | 10 | 3.1% |
| 8 | 10 | 3.1% |
| 6 | 3 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 696 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 94 | ||
| 4 | 56 | 8.0% |
| r | 48 | 6.9% |
| d | 48 | 6.9% |
| e | 48 | 6.9% |
| y | 46 | 6.6% |
| a | 46 | 6.6% |
| s | 46 | 6.6% |
| o | 46 | 6.6% |
| l | 46 | 6.6% |
| Other values (9) | 172 |
Gender
Categorical
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 5 |
|---|---|
| Distinct (%) | 10.9% |
| Missing | 4 |
| Missing (%) | 8.0% |
| Memory size | 528.0 B |
| Man | |
|---|---|
| Woman | |
| Or, in your own words: | 1 |
| Non-binary, genderqueer, or gender non-conforming | 1 |
| Prefer not to say | 1 |
Length
| Max length | 49 |
|---|---|
| Median length | 3 |
| Mean length | 4.9782609 |
| Min length | 3 |
Characters and Unicode
| Total characters | 229 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 6.5% |
Sample
| 1st row | Man |
|---|---|
| 2nd row | Man |
| 3rd row | Or, in your own words: |
| 4th row | Man |
| 5th row | Man |
Common Values
| Value | Count | Frequency (%) |
| Man | 37 | |
| Woman | 6 | 12.0% |
| Or, in your own words: | 1 | 2.0% |
| Non-binary, genderqueer, or gender non-conforming | 1 | 2.0% |
| Prefer not to say | 1 | 2.0% |
| (Missing) | 4 | 8.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| man | 37 | |
| woman | 6 | 10.5% |
| or | 2 | 3.5% |
| in | 1 | 1.8% |
| your | 1 | 1.8% |
| own | 1 | 1.8% |
| words | 1 | 1.8% |
| non-binary | 1 | 1.8% |
| genderqueer | 1 | 1.8% |
| gender | 1 | 1.8% |
| Other values (5) | 5 | 8.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 54 | |
| a | 45 | |
| M | 37 | |
| o | 16 | 7.0% |
| r | 11 | 4.8% |
| 11 | 4.8% | |
| e | 8 | 3.5% |
| m | 7 | 3.1% |
| W | 6 | 2.6% |
| , | 3 | 1.3% |
| Other values (17) | 31 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 166 | |
| Uppercase Letter | 46 | 20.1% |
| Space Separator | 11 | 4.8% |
| Other Punctuation | 4 | 1.7% |
| Dash Punctuation | 2 | 0.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 54 | |
| a | 45 | |
| o | 16 | 9.6% |
| r | 11 | 6.6% |
| e | 8 | 4.8% |
| m | 7 | 4.2% |
| i | 3 | 1.8% |
| y | 3 | 1.8% |
| d | 3 | 1.8% |
| g | 3 | 1.8% |
| Other values (8) | 13 | 7.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 37 | |
| W | 6 | 13.0% |
| N | 1 | 2.2% |
| O | 1 | 2.2% |
| P | 1 | 2.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 3 | |
| : | 1 | 25.0% |
Space Separator
| Value | Count | Frequency (%) |
| 11 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 212 | |
| Common | 17 | 7.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 54 | |
| a | 45 | |
| M | 37 | |
| o | 16 | 7.5% |
| r | 11 | 5.2% |
| e | 8 | 3.8% |
| m | 7 | 3.3% |
| W | 6 | 2.8% |
| i | 3 | 1.4% |
| y | 3 | 1.4% |
| Other values (13) | 22 |
Common
| Value | Count | Frequency (%) |
| 11 | ||
| , | 3 | 17.6% |
| - | 2 | 11.8% |
| : | 1 | 5.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 229 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 54 | |
| a | 45 | |
| M | 37 | |
| o | 16 | 7.0% |
| r | 11 | 4.8% |
| 11 | 4.8% | |
| e | 8 | 3.5% |
| m | 7 | 3.1% |
| W | 6 | 2.6% |
| , | 3 | 1.3% |
| Other values (17) | 31 |
Trans
Categorical
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 4 |
| Missing (%) | 8.0% |
| Memory size | 528.0 B |
| No | |
|---|---|
| Yes | 2 |
| Or, in your own words: | 1 |
Length
| Max length | 22 |
|---|---|
| Median length | 2 |
| Mean length | 2.4782609 |
| Min length | 2 |
Characters and Unicode
| Total characters | 114 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 2.2% |
Sample
| 1st row | No |
|---|---|
| 2nd row | No |
| 3rd row | Or, in your own words: |
| 4th row | No |
| 5th row | No |
Common Values
| Value | Count | Frequency (%) |
| No | 43 | |
| Yes | 2 | 4.0% |
| Or, in your own words: | 1 | 2.0% |
| (Missing) | 4 | 8.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 43 | |
| yes | 2 | 4.0% |
| or | 1 | 2.0% |
| in | 1 | 2.0% |
| your | 1 | 2.0% |
| own | 1 | 2.0% |
| words | 1 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 46 | |
| N | 43 | |
| 4 | 3.5% | |
| s | 3 | 2.6% |
| r | 3 | 2.6% |
| Y | 2 | 1.8% |
| e | 2 | 1.8% |
| n | 2 | 1.8% |
| w | 2 | 1.8% |
| O | 1 | 0.9% |
| Other values (6) | 6 | 5.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 62 | |
| Uppercase Letter | 46 | |
| Space Separator | 4 | 3.5% |
| Other Punctuation | 2 | 1.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 46 | |
| s | 3 | 4.8% |
| r | 3 | 4.8% |
| e | 2 | 3.2% |
| n | 2 | 3.2% |
| w | 2 | 3.2% |
| i | 1 | 1.6% |
| y | 1 | 1.6% |
| u | 1 | 1.6% |
| d | 1 | 1.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 43 | |
| Y | 2 | 4.3% |
| O | 1 | 2.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 1 | |
| : | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 108 | |
| Common | 6 | 5.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 46 | |
| N | 43 | |
| s | 3 | 2.8% |
| r | 3 | 2.8% |
| Y | 2 | 1.9% |
| e | 2 | 1.9% |
| n | 2 | 1.9% |
| w | 2 | 1.9% |
| O | 1 | 0.9% |
| i | 1 | 0.9% |
| Other values (3) | 3 | 2.8% |
Common
| Value | Count | Frequency (%) |
| 4 | ||
| , | 1 | 16.7% |
| : | 1 | 16.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 114 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 46 | |
| N | 43 | |
| 4 | 3.5% | |
| s | 3 | 2.6% |
| r | 3 | 2.6% |
| Y | 2 | 1.8% |
| e | 2 | 1.8% |
| n | 2 | 1.8% |
| w | 2 | 1.8% |
| O | 1 | 0.9% |
| Other values (6) | 6 | 5.3% |
Sexuality
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 7 |
|---|---|
| Distinct (%) | 15.9% |
| Missing | 6 |
| Missing (%) | 12.0% |
| Memory size | 528.0 B |
| Straight / Heterosexual | |
|---|---|
| Bisexual | |
| Prefer to self-describe: | 3 |
| Bisexual;Straight / Heterosexual | 2 |
| Gay or Lesbian | 1 |
| Other values (2) | 2 |
Length
| Max length | 32 |
|---|---|
| Median length | 23 |
| Mean length | 21.931818 |
| Min length | 8 |
Characters and Unicode
| Total characters | 965 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 6.8% |
Sample
| 1st row | Bisexual |
|---|---|
| 2nd row | Straight / Heterosexual |
| 3rd row | Prefer to self-describe: |
| 4th row | Straight / Heterosexual |
| 5th row | Prefer to self-describe: |
Common Values
| Value | Count | Frequency (%) |
| Straight / Heterosexual | 32 | |
| Bisexual | 4 | 8.0% |
| Prefer to self-describe: | 3 | 6.0% |
| Bisexual;Straight / Heterosexual | 2 | 4.0% |
| Gay or Lesbian | 1 | 2.0% |
| Prefer to self-describe:;Queer | 1 | 2.0% |
| Prefer not to say | 1 | 2.0% |
| (Missing) | 6 | 12.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 34 | ||
| heterosexual | 34 | |
| straight | 32 | |
| prefer | 5 | 4.0% |
| to | 5 | 4.0% |
| bisexual | 4 | 3.2% |
| self-describe | 3 | 2.4% |
| bisexual;straight | 2 | 1.6% |
| gay | 1 | 0.8% |
| or | 1 | 0.8% |
| Other values (4) | 4 | 3.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 133 | |
| t | 108 | |
| r | 84 | 8.7% |
| 81 | 8.4% | |
| a | 77 | 8.0% |
| s | 50 | 5.2% |
| i | 45 | 4.7% |
| l | 44 | 4.6% |
| o | 41 | 4.2% |
| u | 41 | 4.2% |
| Other values (20) | 261 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 757 | |
| Uppercase Letter | 82 | 8.5% |
| Space Separator | 81 | 8.4% |
| Other Punctuation | 41 | 4.2% |
| Dash Punctuation | 4 | 0.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 133 | |
| t | 108 | |
| r | 84 | |
| a | 77 | |
| s | 50 | 6.6% |
| i | 45 | 5.9% |
| l | 44 | 5.8% |
| o | 41 | 5.4% |
| u | 41 | 5.4% |
| x | 40 | 5.3% |
| Other values (8) | 94 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 34 | |
| H | 34 | |
| B | 6 | 7.3% |
| P | 5 | 6.1% |
| G | 1 | 1.2% |
| L | 1 | 1.2% |
| Q | 1 | 1.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 34 | |
| : | 4 | 9.8% |
| ; | 3 | 7.3% |
Space Separator
| Value | Count | Frequency (%) |
| 81 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 839 | |
| Common | 126 | 13.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 133 | |
| t | 108 | |
| r | 84 | |
| a | 77 | |
| s | 50 | 6.0% |
| i | 45 | 5.4% |
| l | 44 | 5.2% |
| o | 41 | 4.9% |
| u | 41 | 4.9% |
| x | 40 | 4.8% |
| Other values (15) | 176 |
Common
| Value | Count | Frequency (%) |
| 81 | ||
| / | 34 | |
| : | 4 | 3.2% |
| - | 4 | 3.2% |
| ; | 3 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 965 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 133 | |
| t | 108 | |
| r | 84 | 8.7% |
| 81 | 8.4% | |
| a | 77 | 8.0% |
| s | 50 | 5.2% |
| i | 45 | 4.7% |
| l | 44 | 4.6% |
| o | 41 | 4.2% |
| u | 41 | 4.2% |
| Other values (20) | 261 |
Ethnicity
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 13 |
|---|---|
| Distinct (%) | 29.5% |
| Missing | 6 |
| Missing (%) | 12.0% |
| Memory size | 528.0 B |
| European | |
|---|---|
| White | |
| White;European | |
| Middle Eastern | |
| White;North American | |
| Other values (8) |
Length
| Max length | 50 |
|---|---|
| Median length | 31 |
| Mean length | 12.136364 |
| Min length | 5 |
Characters and Unicode
| Total characters | 534 |
|---|---|
| Distinct characters | 31 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | 15.9% |
Sample
| 1st row | White |
|---|---|
| 2nd row | White |
| 3rd row | Or, in your own words: |
| 4th row | Indian |
| 5th row | Indian |
Common Values
| Value | Count | Frequency (%) |
| European | 11 | |
| White | 10 | |
| White;European | 7 | |
| Middle Eastern | 4 | 8.0% |
| White;North American | 3 | 6.0% |
| Indian | 2 | 4.0% |
| Or, in your own words: | 1 | 2.0% |
| White;European;Middle Eastern;Ethnoreligious group | 1 | 2.0% |
| Prefer not to say | 1 | 2.0% |
| European;Ethnoreligious group | 1 | 2.0% |
| Other values (3) | 3 | 6.0% |
| (Missing) | 6 |
Length
| Value | Count | Frequency (%) |
| european | 11 | |
| white | 10 | |
| white;european | 7 | |
| middle | 4 | 6.3% |
| eastern | 4 | 6.3% |
| american | 4 | 6.3% |
| white;north | 3 | 4.8% |
| indian | 2 | 3.2% |
| group | 2 | 3.2% |
| not | 1 | 1.6% |
| Other values (15) | 15 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 61 | 11.4% |
| r | 44 | 8.2% |
| n | 42 | 7.9% |
| i | 41 | 7.7% |
| a | 37 | 6.9% |
| t | 36 | 6.7% |
| o | 36 | 6.7% |
| E | 29 | 5.4% |
| h | 28 | 5.2% |
| u | 26 | 4.9% |
| Other values (21) | 154 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 425 | |
| Uppercase Letter | 71 | 13.3% |
| Space Separator | 19 | 3.6% |
| Other Punctuation | 19 | 3.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 61 | |
| r | 44 | |
| n | 42 | |
| i | 41 | |
| a | 37 | |
| t | 36 | |
| o | 36 | |
| h | 28 | |
| u | 26 | |
| p | 23 | 5.4% |
| Other values (9) | 51 |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 29 | |
| W | 22 | |
| A | 7 | 9.9% |
| M | 5 | 7.0% |
| N | 4 | 5.6% |
| I | 2 | 2.8% |
| O | 1 | 1.4% |
| P | 1 | 1.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 17 | |
| , | 1 | 5.3% |
| : | 1 | 5.3% |
Space Separator
| Value | Count | Frequency (%) |
| 19 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 496 | |
| Common | 38 | 7.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 61 | |
| r | 44 | 8.9% |
| n | 42 | 8.5% |
| i | 41 | 8.3% |
| a | 37 | 7.5% |
| t | 36 | 7.3% |
| o | 36 | 7.3% |
| E | 29 | 5.8% |
| h | 28 | 5.6% |
| u | 26 | 5.2% |
| Other values (17) | 116 |
Common
| Value | Count | Frequency (%) |
| 19 | ||
| ; | 17 | |
| , | 1 | 2.6% |
| : | 1 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 534 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 61 | 11.4% |
| r | 44 | 8.2% |
| n | 42 | 7.9% |
| i | 41 | 7.7% |
| a | 37 | 6.9% |
| t | 36 | 6.7% |
| o | 36 | 6.7% |
| E | 29 | 5.4% |
| h | 28 | 5.2% |
| u | 26 | 4.9% |
| Other values (21) | 154 |
Accessibility
Categorical
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | 7.0% |
| Missing | 7 |
| Missing (%) | 14.0% |
| Memory size | 528.0 B |
| None of the above | |
|---|---|
| Or, in your own words: | 2 |
| I am deaf / hard of hearing | 1 |
Length
| Max length | 27 |
|---|---|
| Median length | 17 |
| Mean length | 17.465116 |
| Min length | 17 |
Characters and Unicode
| Total characters | 751 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 2.3% |
Sample
| 1st row | None of the above |
|---|---|
| 2nd row | None of the above |
| 3rd row | Or, in your own words: |
| 4th row | None of the above |
| 5th row | None of the above |
Common Values
| Value | Count | Frequency (%) |
| None of the above | 40 | |
| Or, in your own words: | 2 | 4.0% |
| I am deaf / hard of hearing | 1 | 2.0% |
| (Missing) | 7 | 14.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| of | 41 | |
| none | 40 | |
| the | 40 | |
| above | 40 | |
| or | 2 | 1.1% |
| in | 2 | 1.1% |
| your | 2 | 1.1% |
| own | 2 | 1.1% |
| words | 2 | 1.1% |
| i | 1 | 0.6% |
| Other values (5) | 5 | 2.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 134 | ||
| o | 127 | |
| e | 122 | |
| n | 45 | 6.0% |
| a | 44 | 5.9% |
| f | 42 | 5.6% |
| h | 42 | 5.6% |
| N | 40 | 5.3% |
| t | 40 | 5.3% |
| b | 40 | 5.3% |
| Other values (15) | 75 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 569 | |
| Space Separator | 134 | 17.8% |
| Uppercase Letter | 43 | 5.7% |
| Other Punctuation | 5 | 0.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 127 | |
| e | 122 | |
| n | 45 | 7.9% |
| a | 44 | 7.7% |
| f | 42 | 7.4% |
| h | 42 | 7.4% |
| t | 40 | 7.0% |
| b | 40 | 7.0% |
| v | 40 | 7.0% |
| r | 8 | 1.4% |
| Other values (8) | 19 | 3.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 40 | |
| O | 2 | 4.7% |
| I | 1 | 2.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 2 | |
| : | 2 | |
| / | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 134 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 612 | |
| Common | 139 | 18.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 127 | |
| e | 122 | |
| n | 45 | 7.4% |
| a | 44 | 7.2% |
| f | 42 | 6.9% |
| h | 42 | 6.9% |
| N | 40 | 6.5% |
| t | 40 | 6.5% |
| b | 40 | 6.5% |
| v | 40 | 6.5% |
| Other values (11) | 30 | 4.9% |
Common
| Value | Count | Frequency (%) |
| 134 | ||
| , | 2 | 1.4% |
| : | 2 | 1.4% |
| / | 1 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 751 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 134 | ||
| o | 127 | |
| e | 122 | |
| n | 45 | 6.0% |
| a | 44 | 5.9% |
| f | 42 | 5.6% |
| h | 42 | 5.6% |
| N | 40 | 5.3% |
| t | 40 | 5.3% |
| b | 40 | 5.3% |
| Other values (15) | 75 |
MentalHealth
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 8 |
|---|---|
| Distinct (%) | 18.6% |
| Missing | 7 |
| Missing (%) | 14.0% |
| Memory size | 528.0 B |
| None of the above | |
|---|---|
| I have a mood or emotional disorder (e.g., depression, bipolar disorder, etc.) | |
| I have a mood or emotional disorder (e.g., depression, bipolar disorder, etc.);I have an anxiety disorder | |
| Or, in your own words: | 2 |
| I have a mood or emotional disorder (e.g., depression, bipolar disorder, etc.);I have an anxiety disorder;I have a concentration and/or memory disorder (e.g., ADHD, etc.) | 2 |
| Other values (3) |
Length
| Max length | 170 |
|---|---|
| Median length | 17 |
| Mean length | 40.255814 |
| Min length | 17 |
Characters and Unicode
| Total characters | 1731 |
|---|---|
| Distinct characters | 37 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 4.7% |
Sample
| 1st row | I have a mood or emotional disorder (e.g., depression, bipolar disorder, etc.);I have an anxiety disorder |
|---|---|
| 2nd row | None of the above |
| 3rd row | Or, in your own words: |
| 4th row | None of the above |
| 5th row | None of the above |
Common Values
| Value | Count | Frequency (%) |
| None of the above | 28 | |
| I have a mood or emotional disorder (e.g., depression, bipolar disorder, etc.) | 4 | 8.0% |
| I have a mood or emotional disorder (e.g., depression, bipolar disorder, etc.);I have an anxiety disorder | 3 | 6.0% |
| Or, in your own words: | 2 | 4.0% |
| I have a mood or emotional disorder (e.g., depression, bipolar disorder, etc.);I have an anxiety disorder;I have a concentration and/or memory disorder (e.g., ADHD, etc.) | 2 | 4.0% |
| I have an anxiety disorder | 2 | 4.0% |
| I have a concentration and/or memory disorder (e.g., ADHD, etc.);I have learning differences (e.g., Dyslexic, Dyslexia, etc.) | 1 | 2.0% |
| I have autism / an autism spectrum disorder (e.g. Asperger's, etc.) | 1 | 2.0% |
| (Missing) | 7 | 14.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 28 | 9.2% |
| the | 28 | 9.2% |
| above | 28 | 9.2% |
| of | 28 | 9.2% |
| disorder | 27 | 8.8% |
| have | 21 | 6.9% |
| e.g | 14 | 4.6% |
| i | 13 | 4.2% |
| a | 12 | 3.9% |
| or | 11 | 3.6% |
| Other values (25) | 96 |
Most occurring characters
| Value | Count | Frequency (%) |
| 263 | ||
| e | 211 | |
| o | 194 | 11.2% |
| r | 105 | 6.1% |
| a | 104 | 6.0% |
| d | 82 | 4.7% |
| n | 80 | 4.6% |
| i | 74 | 4.3% |
| t | 67 | 3.9% |
| s | 57 | 3.3% |
| Other values (27) | 494 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1278 | |
| Space Separator | 263 | 15.2% |
| Other Punctuation | 96 | 5.5% |
| Uppercase Letter | 66 | 3.8% |
| Open Punctuation | 14 | 0.8% |
| Close Punctuation | 14 | 0.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 211 | |
| o | 194 | |
| r | 105 | |
| a | 104 | |
| d | 82 | 6.4% |
| n | 80 | 6.3% |
| i | 74 | 5.8% |
| t | 67 | 5.2% |
| s | 57 | 4.5% |
| h | 49 | 3.8% |
| Other values (12) | 255 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 42 | |
| , | 39 | |
| ; | 8 | 8.3% |
| / | 4 | 4.2% |
| : | 2 | 2.1% |
| ' | 1 | 1.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 28 | |
| I | 21 | |
| D | 8 | 12.1% |
| A | 4 | 6.1% |
| H | 3 | 4.5% |
| O | 2 | 3.0% |
Space Separator
| Value | Count | Frequency (%) |
| 263 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 14 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 14 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1344 | |
| Common | 387 | 22.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 211 | |
| o | 194 | |
| r | 105 | 7.8% |
| a | 104 | 7.7% |
| d | 82 | 6.1% |
| n | 80 | 6.0% |
| i | 74 | 5.5% |
| t | 67 | 5.0% |
| s | 57 | 4.2% |
| h | 49 | 3.6% |
| Other values (18) | 321 |
Common
| Value | Count | Frequency (%) |
| 263 | ||
| . | 42 | 10.9% |
| , | 39 | 10.1% |
| ( | 14 | 3.6% |
| ) | 14 | 3.6% |
| ; | 8 | 2.1% |
| / | 4 | 1.0% |
| : | 2 | 0.5% |
| ' | 1 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1731 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 263 | ||
| e | 211 | |
| o | 194 | 11.2% |
| r | 105 | 6.1% |
| a | 104 | 6.0% |
| d | 82 | 4.7% |
| n | 80 | 4.6% |
| i | 74 | 4.3% |
| t | 67 | 3.9% |
| s | 57 | 3.3% |
| Other values (27) | 494 |
TBranch
Boolean
HIGH CORRELATION  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 19 |
| Missing (%) | 38.0% |
| Memory size | 228.0 B |
| True | |
|---|---|
| False | |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 18 | |
| False | 13 | |
| (Missing) | 19 |
ICorPM
Categorical
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 33 |
| Missing (%) | 66.0% |
| Memory size | 528.0 B |
| Independent contributor | |
|---|---|
| People manager | 1 |
Length
| Max length | 23 |
|---|---|
| Median length | 23 |
| Mean length | 22.470588 |
| Min length | 14 |
Characters and Unicode
| Total characters | 382 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 5.9% |
Sample
| 1st row | Independent contributor |
|---|---|
| 2nd row | People manager |
| 3rd row | Independent contributor |
| 4th row | Independent contributor |
| 5th row | Independent contributor |
Common Values
| Value | Count | Frequency (%) |
| Independent contributor | 16 | |
| People manager | 1 | 2.0% |
| (Missing) | 33 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| independent | 16 | |
| contributor | 16 | |
| people | 1 | 2.9% |
| manager | 1 | 2.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 65 | |
| e | 51 | |
| t | 48 | |
| r | 33 | |
| o | 33 | |
| d | 32 | |
| p | 17 | 4.5% |
| 17 | 4.5% | |
| b | 16 | 4.2% |
| u | 16 | 4.2% |
| Other values (8) | 54 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 348 | |
| Space Separator | 17 | 4.5% |
| Uppercase Letter | 17 | 4.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 65 | |
| e | 51 | |
| t | 48 | |
| r | 33 | |
| o | 33 | |
| d | 32 | |
| p | 17 | 4.9% |
| b | 16 | 4.6% |
| u | 16 | 4.6% |
| i | 16 | 4.6% |
| Other values (5) | 21 | 6.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 16 | |
| P | 1 | 5.9% |
Space Separator
| Value | Count | Frequency (%) |
| 17 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 365 | |
| Common | 17 | 4.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 65 | |
| e | 51 | |
| t | 48 | |
| r | 33 | |
| o | 33 | |
| d | 32 | |
| p | 17 | 4.7% |
| b | 16 | 4.4% |
| u | 16 | 4.4% |
| I | 16 | 4.4% |
| Other values (7) | 38 |
Common
| Value | Count | Frequency (%) |
| 17 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 382 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 65 | |
| e | 51 | |
| t | 48 | |
| r | 33 | |
| o | 33 | |
| d | 32 | |
| p | 17 | 4.5% |
| 17 | 4.5% | |
| b | 16 | 4.2% |
| u | 16 | 4.2% |
| Other values (8) | 54 |
WorkExp
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 12 |
|---|---|
| Distinct (%) | 66.7% |
| Missing | 32 |
| Missing (%) | 64.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.833333 |
| Minimum | 3 |
|---|---|
| Maximum | 28 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| median | 6.5 |
| Q3 | 14.75 |
| 95-th percentile | 23.75 |
| Maximum | 28 |
| Range | 25 |
| Interquartile range (IQR) | 9.75 |
Descriptive statistics
| Standard deviation | 7.964997 |
|---|---|
| Coefficient of variation (CV) | 0.73523049 |
| Kurtosis | -0.46446422 |
| Mean | 10.833333 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.92673388 |
| Sum | 195 |
| Variance | 63.441176 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 4 | 8.0% |
| 6 | 2 | 4.0% |
| 14 | 2 | 4.0% |
| 3 | 2 | 4.0% |
| 15 | 1 | 2.0% |
| 4 | 1 | 2.0% |
| 23 | 1 | 2.0% |
| 9 | 1 | 2.0% |
| 22 | 1 | 2.0% |
| 21 | 1 | 2.0% |
| Other values (2) | 2 | 4.0% |
| (Missing) | 32 |
| Value | Count | Frequency (%) |
| 3 | 2 | |
| 4 | 1 | 2.0% |
| 5 | 4 | |
| 6 | 2 | |
| 7 | 1 | 2.0% |
| 9 | 1 | 2.0% |
| 14 | 2 | |
| 15 | 1 | 2.0% |
| 21 | 1 | 2.0% |
| 22 | 1 | 2.0% |
| Value | Count | Frequency (%) |
| 28 | 1 | 2.0% |
| 23 | 1 | 2.0% |
| 22 | 1 | 2.0% |
| 21 | 1 | 2.0% |
| 15 | 1 | 2.0% |
| 14 | 2 | |
| 9 | 1 | 2.0% |
| 7 | 1 | 2.0% |
| 6 | 2 | |
| 5 | 4 |
Knowledge_1
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | 16.7% |
| Missing | 32 |
| Missing (%) | 64.0% |
| Memory size | 528.0 B |
| Agree | |
|---|---|
| Strongly agree | |
| Neither agree nor disagree |
Length
| Max length | 26 |
|---|---|
| Median length | 5 |
| Mean length | 11 |
| Min length | 5 |
Characters and Unicode
| Total characters | 198 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Agree |
|---|---|
| 2nd row | Strongly agree |
| 3rd row | Neither agree nor disagree |
| 4th row | Agree |
| 5th row | Agree |
Common Values
| Value | Count | Frequency (%) |
| Agree | 10 | 20.0% |
| Strongly agree | 5 | 10.0% |
| Neither agree nor disagree | 3 | 6.0% |
| (Missing) | 32 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| agree | 18 | |
| strongly | 5 | 15.6% |
| neither | 3 | 9.4% |
| nor | 3 | 9.4% |
| disagree | 3 | 9.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 48 | |
| r | 32 | |
| g | 26 | |
| 14 | 7.1% | |
| a | 11 | 5.6% |
| A | 10 | 5.1% |
| t | 8 | 4.0% |
| o | 8 | 4.0% |
| n | 8 | 4.0% |
| i | 6 | 3.0% |
| Other values (7) | 27 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 166 | |
| Uppercase Letter | 18 | 9.1% |
| Space Separator | 14 | 7.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 48 | |
| r | 32 | |
| g | 26 | |
| a | 11 | 6.6% |
| t | 8 | 4.8% |
| o | 8 | 4.8% |
| n | 8 | 4.8% |
| i | 6 | 3.6% |
| l | 5 | 3.0% |
| y | 5 | 3.0% |
| Other values (3) | 9 | 5.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 10 | |
| S | 5 | |
| N | 3 | 16.7% |
Space Separator
| Value | Count | Frequency (%) |
| 14 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 184 | |
| Common | 14 | 7.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 48 | |
| r | 32 | |
| g | 26 | |
| a | 11 | 6.0% |
| A | 10 | 5.4% |
| t | 8 | 4.3% |
| o | 8 | 4.3% |
| n | 8 | 4.3% |
| i | 6 | 3.3% |
| l | 5 | 2.7% |
| Other values (6) | 22 |
Common
| Value | Count | Frequency (%) |
| 14 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 198 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 48 | |
| r | 32 | |
| g | 26 | |
| 14 | 7.1% | |
| a | 11 | 5.6% |
| A | 10 | 5.1% |
| t | 8 | 4.0% |
| o | 8 | 4.0% |
| n | 8 | 4.0% |
| i | 6 | 3.0% |
| Other values (7) | 27 |
Knowledge_2
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 4 |
|---|---|
| Distinct (%) | 22.2% |
| Missing | 32 |
| Missing (%) | 64.0% |
| Memory size | 528.0 B |
| Agree | |
|---|---|
| Neither agree nor disagree | |
| Disagree | |
| Strongly agree |
Length
| Max length | 26 |
|---|---|
| Median length | 14 |
| Mean length | 12.5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 225 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Disagree |
|---|---|
| 2nd row | Agree |
| 3rd row | Disagree |
| 4th row | Agree |
| 5th row | Neither agree nor disagree |
Common Values
| Value | Count | Frequency (%) |
| Agree | 7 | 14.0% |
| Neither agree nor disagree | 5 | 10.0% |
| Disagree | 4 | 8.0% |
| Strongly agree | 2 | 4.0% |
| (Missing) | 32 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| agree | 14 | |
| disagree | 9 | |
| neither | 5 | 14.3% |
| nor | 5 | 14.3% |
| strongly | 2 | 5.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 56 | |
| r | 35 | |
| g | 25 | |
| 17 | 7.6% | |
| a | 16 | 7.1% |
| i | 14 | 6.2% |
| s | 9 | 4.0% |
| o | 7 | 3.1% |
| n | 7 | 3.1% |
| A | 7 | 3.1% |
| Other values (8) | 32 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 190 | |
| Uppercase Letter | 18 | 8.0% |
| Space Separator | 17 | 7.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 56 | |
| r | 35 | |
| g | 25 | |
| a | 16 | 8.4% |
| i | 14 | 7.4% |
| s | 9 | 4.7% |
| o | 7 | 3.7% |
| n | 7 | 3.7% |
| t | 7 | 3.7% |
| h | 5 | 2.6% |
| Other values (3) | 9 | 4.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 7 | |
| N | 5 | |
| D | 4 | |
| S | 2 | 11.1% |
Space Separator
| Value | Count | Frequency (%) |
| 17 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 208 | |
| Common | 17 | 7.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 56 | |
| r | 35 | |
| g | 25 | |
| a | 16 | 7.7% |
| i | 14 | 6.7% |
| s | 9 | 4.3% |
| o | 7 | 3.4% |
| n | 7 | 3.4% |
| A | 7 | 3.4% |
| t | 7 | 3.4% |
| Other values (7) | 25 |
Common
| Value | Count | Frequency (%) |
| 17 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 225 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 56 | |
| r | 35 | |
| g | 25 | |
| 17 | 7.6% | |
| a | 16 | 7.1% |
| i | 14 | 6.2% |
| s | 9 | 4.0% |
| o | 7 | 3.1% |
| n | 7 | 3.1% |
| A | 7 | 3.1% |
| Other values (8) | 32 |
Knowledge_3
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 5 |
|---|---|
| Distinct (%) | 27.8% |
| Missing | 32 |
| Missing (%) | 64.0% |
| Memory size | 528.0 B |
| Neither agree nor disagree | |
|---|---|
| Agree | |
| Disagree | |
| Strongly agree | |
| Strongly disagree |
Length
| Max length | 26 |
|---|---|
| Median length | 17 |
| Mean length | 14 |
| Min length | 5 |
Characters and Unicode
| Total characters | 252 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 11.1% |
Sample
| 1st row | Agree |
|---|---|
| 2nd row | Disagree |
| 3rd row | Strongly agree |
| 4th row | Neither agree nor disagree |
| 5th row | Neither agree nor disagree |
Common Values
| Value | Count | Frequency (%) |
| Neither agree nor disagree | 6 | 12.0% |
| Agree | 5 | 10.0% |
| Disagree | 5 | 10.0% |
| Strongly agree | 1 | 2.0% |
| Strongly disagree | 1 | 2.0% |
| (Missing) | 32 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| agree | 12 | |
| disagree | 12 | |
| neither | 6 | |
| nor | 6 | |
| strongly | 2 | 5.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 60 | |
| r | 38 | |
| g | 26 | |
| 20 | 7.9% | |
| a | 19 | 7.5% |
| i | 18 | 7.1% |
| s | 12 | 4.8% |
| n | 8 | 3.2% |
| t | 8 | 3.2% |
| o | 8 | 3.2% |
| Other values (8) | 35 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 214 | |
| Space Separator | 20 | 7.9% |
| Uppercase Letter | 18 | 7.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 60 | |
| r | 38 | |
| g | 26 | |
| a | 19 | 8.9% |
| i | 18 | 8.4% |
| s | 12 | 5.6% |
| n | 8 | 3.7% |
| t | 8 | 3.7% |
| o | 8 | 3.7% |
| d | 7 | 3.3% |
| Other values (3) | 10 | 4.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 6 | |
| A | 5 | |
| D | 5 | |
| S | 2 | 11.1% |
Space Separator
| Value | Count | Frequency (%) |
| 20 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 232 | |
| Common | 20 | 7.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 60 | |
| r | 38 | |
| g | 26 | |
| a | 19 | 8.2% |
| i | 18 | 7.8% |
| s | 12 | 5.2% |
| n | 8 | 3.4% |
| t | 8 | 3.4% |
| o | 8 | 3.4% |
| d | 7 | 3.0% |
| Other values (7) | 28 |
Common
| Value | Count | Frequency (%) |
| 20 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 252 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 60 | |
| r | 38 | |
| g | 26 | |
| 20 | 7.9% | |
| a | 19 | 7.5% |
| i | 18 | 7.1% |
| s | 12 | 4.8% |
| n | 8 | 3.2% |
| t | 8 | 3.2% |
| o | 8 | 3.2% |
| Other values (8) | 35 |
Knowledge_4
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 4 |
|---|---|
| Distinct (%) | 22.2% |
| Missing | 32 |
| Missing (%) | 64.0% |
| Memory size | 528.0 B |
| Agree | |
|---|---|
| Disagree | |
| Neither agree nor disagree | |
| Strongly agree |
Length
| Max length | 26 |
|---|---|
| Median length | 14 |
| Mean length | 12 |
| Min length | 5 |
Characters and Unicode
| Total characters | 216 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Agree |
|---|---|
| 2nd row | Agree |
| 3rd row | Strongly agree |
| 4th row | Neither agree nor disagree |
| 5th row | Neither agree nor disagree |
Common Values
| Value | Count | Frequency (%) |
| Agree | 6 | 12.0% |
| Disagree | 5 | 10.0% |
| Neither agree nor disagree | 4 | 8.0% |
| Strongly agree | 3 | 6.0% |
| (Missing) | 32 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| agree | 13 | |
| disagree | 9 | |
| neither | 4 | 12.1% |
| nor | 4 | 12.1% |
| strongly | 3 | 9.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 52 | |
| r | 33 | |
| g | 25 | |
| a | 16 | 7.4% |
| 15 | 6.9% | |
| i | 13 | 6.0% |
| s | 9 | 4.2% |
| t | 7 | 3.2% |
| o | 7 | 3.2% |
| n | 7 | 3.2% |
| Other values (8) | 32 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 183 | |
| Uppercase Letter | 18 | 8.3% |
| Space Separator | 15 | 6.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 52 | |
| r | 33 | |
| g | 25 | |
| a | 16 | 8.7% |
| i | 13 | 7.1% |
| s | 9 | 4.9% |
| t | 7 | 3.8% |
| o | 7 | 3.8% |
| n | 7 | 3.8% |
| h | 4 | 2.2% |
| Other values (3) | 10 | 5.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 6 | |
| D | 5 | |
| N | 4 | |
| S | 3 |
Space Separator
| Value | Count | Frequency (%) |
| 15 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 201 | |
| Common | 15 | 6.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 52 | |
| r | 33 | |
| g | 25 | |
| a | 16 | 8.0% |
| i | 13 | 6.5% |
| s | 9 | 4.5% |
| t | 7 | 3.5% |
| o | 7 | 3.5% |
| n | 7 | 3.5% |
| A | 6 | 3.0% |
| Other values (7) | 26 |
Common
| Value | Count | Frequency (%) |
| 15 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 216 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 52 | |
| r | 33 | |
| g | 25 | |
| a | 16 | 7.4% |
| 15 | 6.9% | |
| i | 13 | 6.0% |
| s | 9 | 4.2% |
| t | 7 | 3.2% |
| o | 7 | 3.2% |
| n | 7 | 3.2% |
| Other values (8) | 32 |
Knowledge_5
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 4 |
|---|---|
| Distinct (%) | 22.2% |
| Missing | 32 |
| Missing (%) | 64.0% |
| Memory size | 528.0 B |
| Agree | |
|---|---|
| Strongly agree | |
| Neither agree nor disagree | |
| Disagree |
Length
| Max length | 26 |
|---|---|
| Median length | 14 |
| Mean length | 12.333333 |
| Min length | 5 |
Characters and Unicode
| Total characters | 222 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Agree |
|---|---|
| 2nd row | Agree |
| 3rd row | Strongly agree |
| 4th row | Neither agree nor disagree |
| 5th row | Neither agree nor disagree |
Common Values
| Value | Count | Frequency (%) |
| Agree | 6 | 12.0% |
| Strongly agree | 4 | 8.0% |
| Neither agree nor disagree | 4 | 8.0% |
| Disagree | 4 | 8.0% |
| (Missing) | 32 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| agree | 14 | |
| disagree | 8 | |
| strongly | 4 | 11.8% |
| neither | 4 | 11.8% |
| nor | 4 | 11.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 52 | |
| r | 34 | |
| g | 26 | |
| 16 | 7.2% | |
| a | 16 | 7.2% |
| i | 12 | 5.4% |
| s | 8 | 3.6% |
| t | 8 | 3.6% |
| o | 8 | 3.6% |
| n | 8 | 3.6% |
| Other values (8) | 34 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 188 | |
| Uppercase Letter | 18 | 8.1% |
| Space Separator | 16 | 7.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 52 | |
| r | 34 | |
| g | 26 | |
| a | 16 | 8.5% |
| i | 12 | 6.4% |
| s | 8 | 4.3% |
| t | 8 | 4.3% |
| o | 8 | 4.3% |
| n | 8 | 4.3% |
| d | 4 | 2.1% |
| Other values (3) | 12 | 6.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 6 | |
| N | 4 | |
| S | 4 | |
| D | 4 |
Space Separator
| Value | Count | Frequency (%) |
| 16 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 206 | |
| Common | 16 | 7.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 52 | |
| r | 34 | |
| g | 26 | |
| a | 16 | 7.8% |
| i | 12 | 5.8% |
| s | 8 | 3.9% |
| t | 8 | 3.9% |
| o | 8 | 3.9% |
| n | 8 | 3.9% |
| A | 6 | 2.9% |
| Other values (7) | 28 |
Common
| Value | Count | Frequency (%) |
| 16 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 222 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 52 | |
| r | 34 | |
| g | 26 | |
| 16 | 7.2% | |
| a | 16 | 7.2% |
| i | 12 | 5.4% |
| s | 8 | 3.6% |
| t | 8 | 3.6% |
| o | 8 | 3.6% |
| n | 8 | 3.6% |
| Other values (8) | 34 |
Knowledge_6
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 4 |
|---|---|
| Distinct (%) | 22.2% |
| Missing | 32 |
| Missing (%) | 64.0% |
| Memory size | 528.0 B |
| Agree | |
|---|---|
| Strongly agree | |
| Disagree | |
| Neither agree nor disagree |
Length
| Max length | 26 |
|---|---|
| Median length | 20 |
| Mean length | 9.8333333 |
| Min length | 5 |
Characters and Unicode
| Total characters | 177 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Agree |
|---|---|
| 2nd row | Agree |
| 3rd row | Agree |
| 4th row | Agree |
| 5th row | Neither agree nor disagree |
Common Values
| Value | Count | Frequency (%) |
| Agree | 9 | 18.0% |
| Strongly agree | 4 | 8.0% |
| Disagree | 3 | 6.0% |
| Neither agree nor disagree | 2 | 4.0% |
| (Missing) | 32 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| agree | 15 | |
| disagree | 5 | 17.9% |
| strongly | 4 | 14.3% |
| neither | 2 | 7.1% |
| nor | 2 | 7.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 44 | |
| r | 28 | |
| g | 24 | |
| a | 11 | 6.2% |
| 10 | 5.6% | |
| A | 9 | 5.1% |
| i | 7 | 4.0% |
| t | 6 | 3.4% |
| o | 6 | 3.4% |
| n | 6 | 3.4% |
| Other values (8) | 26 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 149 | |
| Uppercase Letter | 18 | 10.2% |
| Space Separator | 10 | 5.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 44 | |
| r | 28 | |
| g | 24 | |
| a | 11 | 7.4% |
| i | 7 | 4.7% |
| t | 6 | 4.0% |
| o | 6 | 4.0% |
| n | 6 | 4.0% |
| s | 5 | 3.4% |
| y | 4 | 2.7% |
| Other values (3) | 8 | 5.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 9 | |
| S | 4 | |
| D | 3 | 16.7% |
| N | 2 | 11.1% |
Space Separator
| Value | Count | Frequency (%) |
| 10 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 167 | |
| Common | 10 | 5.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 44 | |
| r | 28 | |
| g | 24 | |
| a | 11 | 6.6% |
| A | 9 | 5.4% |
| i | 7 | 4.2% |
| t | 6 | 3.6% |
| o | 6 | 3.6% |
| n | 6 | 3.6% |
| s | 5 | 3.0% |
| Other values (7) | 21 |
Common
| Value | Count | Frequency (%) |
| 10 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 177 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 44 | |
| r | 28 | |
| g | 24 | |
| a | 11 | 6.2% |
| 10 | 5.6% | |
| A | 9 | 5.1% |
| i | 7 | 4.0% |
| t | 6 | 3.4% |
| o | 6 | 3.4% |
| n | 6 | 3.4% |
| Other values (8) | 26 |
Knowledge_7
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 4 |
|---|---|
| Distinct (%) | 22.2% |
| Missing | 32 |
| Missing (%) | 64.0% |
| Memory size | 528.0 B |
| Agree | |
|---|---|
| Disagree | |
| Neither agree nor disagree | |
| Strongly agree |
Length
| Max length | 26 |
|---|---|
| Median length | 14 |
| Mean length | 10 |
| Min length | 5 |
Characters and Unicode
| Total characters | 180 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 5.6% |
Sample
| 1st row | Disagree |
|---|---|
| 2nd row | Agree |
| 3rd row | Disagree |
| 4th row | Agree |
| 5th row | Neither agree nor disagree |
Common Values
| Value | Count | Frequency (%) |
| Agree | 8 | 16.0% |
| Disagree | 6 | 12.0% |
| Neither agree nor disagree | 3 | 6.0% |
| Strongly agree | 1 | 2.0% |
| (Missing) | 32 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| agree | 12 | |
| disagree | 9 | |
| neither | 3 | 10.7% |
| nor | 3 | 10.7% |
| strongly | 1 | 3.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 48 | |
| r | 28 | |
| g | 22 | |
| a | 13 | 7.2% |
| i | 12 | 6.7% |
| 10 | 5.6% | |
| s | 9 | 5.0% |
| A | 8 | 4.4% |
| D | 6 | 3.3% |
| o | 4 | 2.2% |
| Other values (8) | 20 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 152 | |
| Uppercase Letter | 18 | 10.0% |
| Space Separator | 10 | 5.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 48 | |
| r | 28 | |
| g | 22 | |
| a | 13 | 8.6% |
| i | 12 | 7.9% |
| s | 9 | 5.9% |
| o | 4 | 2.6% |
| n | 4 | 2.6% |
| t | 4 | 2.6% |
| h | 3 | 2.0% |
| Other values (3) | 5 | 3.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 8 | |
| D | 6 | |
| N | 3 | 16.7% |
| S | 1 | 5.6% |
Space Separator
| Value | Count | Frequency (%) |
| 10 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 170 | |
| Common | 10 | 5.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 48 | |
| r | 28 | |
| g | 22 | |
| a | 13 | 7.6% |
| i | 12 | 7.1% |
| s | 9 | 5.3% |
| A | 8 | 4.7% |
| D | 6 | 3.5% |
| o | 4 | 2.4% |
| n | 4 | 2.4% |
| Other values (7) | 16 | 9.4% |
Common
| Value | Count | Frequency (%) |
| 10 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 180 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 48 | |
| r | 28 | |
| g | 22 | |
| a | 13 | 7.2% |
| i | 12 | 6.7% |
| 10 | 5.6% | |
| s | 9 | 5.0% |
| A | 8 | 4.4% |
| D | 6 | 3.3% |
| o | 4 | 2.2% |
| Other values (8) | 20 |
Frequency_1
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 4 |
|---|---|
| Distinct (%) | 22.2% |
| Missing | 32 |
| Missing (%) | 64.0% |
| Memory size | 528.0 B |
| 1-2 times a week | |
|---|---|
| Never | |
| 3-5 times a week | 1 |
| 10+ times a week | 1 |
Length
| Max length | 16 |
|---|---|
| Median length | 16 |
| Mean length | 14.166667 |
| Min length | 5 |
Characters and Unicode
| Total characters | 255 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 11.1% |
Sample
| 1st row | 3-5 times a week |
|---|---|
| 2nd row | 10+ times a week |
| 3rd row | Never |
| 4th row | 1-2 times a week |
| 5th row | 1-2 times a week |
Common Values
| Value | Count | Frequency (%) |
| 1-2 times a week | 13 | |
| Never | 3 | 6.0% |
| 3-5 times a week | 1 | 2.0% |
| 10+ times a week | 1 | 2.0% |
| (Missing) | 32 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| times | 15 | |
| a | 15 | |
| week | 15 | |
| 1-2 | 13 | |
| never | 3 | 4.8% |
| 3-5 | 1 | 1.6% |
| 10 | 1 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 51 | |
| 45 | ||
| a | 15 | 5.9% |
| w | 15 | 5.9% |
| k | 15 | 5.9% |
| t | 15 | 5.9% |
| i | 15 | 5.9% |
| m | 15 | 5.9% |
| s | 15 | 5.9% |
| 1 | 14 | 5.5% |
| Other values (9) | 40 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 162 | |
| Space Separator | 45 | 17.6% |
| Decimal Number | 30 | 11.8% |
| Dash Punctuation | 14 | 5.5% |
| Uppercase Letter | 3 | 1.2% |
| Math Symbol | 1 | 0.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 51 | |
| a | 15 | 9.3% |
| w | 15 | 9.3% |
| k | 15 | 9.3% |
| t | 15 | 9.3% |
| i | 15 | 9.3% |
| m | 15 | 9.3% |
| s | 15 | 9.3% |
| v | 3 | 1.9% |
| r | 3 | 1.9% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 14 | |
| 2 | 13 | |
| 3 | 1 | 3.3% |
| 5 | 1 | 3.3% |
| 0 | 1 | 3.3% |
Space Separator
| Value | Count | Frequency (%) |
| 45 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 14 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 3 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 165 | |
| Common | 90 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 51 | |
| a | 15 | 9.1% |
| w | 15 | 9.1% |
| k | 15 | 9.1% |
| t | 15 | 9.1% |
| i | 15 | 9.1% |
| m | 15 | 9.1% |
| s | 15 | 9.1% |
| N | 3 | 1.8% |
| v | 3 | 1.8% |
Common
| Value | Count | Frequency (%) |
| 45 | ||
| 1 | 14 | 15.6% |
| - | 14 | 15.6% |
| 2 | 13 | 14.4% |
| 3 | 1 | 1.1% |
| 5 | 1 | 1.1% |
| 0 | 1 | 1.1% |
| + | 1 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 255 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 51 | |
| 45 | ||
| a | 15 | 5.9% |
| w | 15 | 5.9% |
| k | 15 | 5.9% |
| t | 15 | 5.9% |
| i | 15 | 5.9% |
| m | 15 | 5.9% |
| s | 15 | 5.9% |
| 1 | 14 | 5.5% |
| Other values (9) | 40 |
Frequency_2
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 5 |
|---|---|
| Distinct (%) | 27.8% |
| Missing | 32 |
| Missing (%) | 64.0% |
| Memory size | 528.0 B |
| 1-2 times a week | |
|---|---|
| 3-5 times a week | |
| 10+ times a week | |
| 6-10 times a week | |
| Never |
Length
| Max length | 17 |
|---|---|
| Median length | 16 |
| Mean length | 15.5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 279 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 5.6% |
Sample
| 1st row | 3-5 times a week |
|---|---|
| 2nd row | 10+ times a week |
| 3rd row | Never |
| 4th row | 10+ times a week |
| 5th row | 3-5 times a week |
Common Values
| Value | Count | Frequency (%) |
| 1-2 times a week | 9 | 18.0% |
| 3-5 times a week | 3 | 6.0% |
| 10+ times a week | 3 | 6.0% |
| 6-10 times a week | 2 | 4.0% |
| Never | 1 | 2.0% |
| (Missing) | 32 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| times | 17 | |
| a | 17 | |
| week | 17 | |
| 1-2 | 9 | |
| 3-5 | 3 | 4.3% |
| 10 | 3 | 4.3% |
| 6-10 | 2 | 2.9% |
| never | 1 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 53 | |
| 51 | ||
| w | 17 | 6.1% |
| k | 17 | 6.1% |
| t | 17 | 6.1% |
| i | 17 | 6.1% |
| m | 17 | 6.1% |
| s | 17 | 6.1% |
| a | 17 | 6.1% |
| - | 14 | 5.0% |
| Other values (10) | 42 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 174 | |
| Space Separator | 51 | 18.3% |
| Decimal Number | 36 | 12.9% |
| Dash Punctuation | 14 | 5.0% |
| Math Symbol | 3 | 1.1% |
| Uppercase Letter | 1 | 0.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 53 | |
| w | 17 | 9.8% |
| k | 17 | 9.8% |
| t | 17 | 9.8% |
| i | 17 | 9.8% |
| m | 17 | 9.8% |
| s | 17 | 9.8% |
| a | 17 | 9.8% |
| v | 1 | 0.6% |
| r | 1 | 0.6% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 14 | |
| 2 | 9 | |
| 0 | 5 | 13.9% |
| 3 | 3 | 8.3% |
| 5 | 3 | 8.3% |
| 6 | 2 | 5.6% |
Space Separator
| Value | Count | Frequency (%) |
| 51 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 14 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 3 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 175 | |
| Common | 104 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 53 | |
| w | 17 | 9.7% |
| k | 17 | 9.7% |
| t | 17 | 9.7% |
| i | 17 | 9.7% |
| m | 17 | 9.7% |
| s | 17 | 9.7% |
| a | 17 | 9.7% |
| N | 1 | 0.6% |
| v | 1 | 0.6% |
Common
| Value | Count | Frequency (%) |
| 51 | ||
| - | 14 | 13.5% |
| 1 | 14 | 13.5% |
| 2 | 9 | 8.7% |
| 0 | 5 | 4.8% |
| 3 | 3 | 2.9% |
| 5 | 3 | 2.9% |
| + | 3 | 2.9% |
| 6 | 2 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 279 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 53 | |
| 51 | ||
| w | 17 | 6.1% |
| k | 17 | 6.1% |
| t | 17 | 6.1% |
| i | 17 | 6.1% |
| m | 17 | 6.1% |
| s | 17 | 6.1% |
| a | 17 | 6.1% |
| - | 14 | 5.0% |
| Other values (10) | 42 |
Frequency_3
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | 16.7% |
| Missing | 32 |
| Missing (%) | 64.0% |
| Memory size | 528.0 B |
| 1-2 times a week | |
|---|---|
| Never | |
| 3-5 times a week |
Length
| Max length | 16 |
|---|---|
| Median length | 16 |
| Mean length | 12.944444 |
| Min length | 5 |
Characters and Unicode
| Total characters | 233 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Never |
|---|---|
| 2nd row | 3-5 times a week |
| 3rd row | Never |
| 4th row | 1-2 times a week |
| 5th row | 1-2 times a week |
Common Values
| Value | Count | Frequency (%) |
| 1-2 times a week | 11 | 22.0% |
| Never | 5 | 10.0% |
| 3-5 times a week | 2 | 4.0% |
| (Missing) | 32 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| times | 13 | |
| a | 13 | |
| week | 13 | |
| 1-2 | 11 | |
| never | 5 | 8.8% |
| 3-5 | 2 | 3.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 49 | |
| 39 | ||
| s | 13 | 5.6% |
| w | 13 | 5.6% |
| k | 13 | 5.6% |
| t | 13 | 5.6% |
| i | 13 | 5.6% |
| m | 13 | 5.6% |
| - | 13 | 5.6% |
| a | 13 | 5.6% |
| Other values (7) | 41 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 150 | |
| Space Separator | 39 | 16.7% |
| Decimal Number | 26 | 11.2% |
| Dash Punctuation | 13 | 5.6% |
| Uppercase Letter | 5 | 2.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 49 | |
| s | 13 | 8.7% |
| w | 13 | 8.7% |
| k | 13 | 8.7% |
| t | 13 | 8.7% |
| i | 13 | 8.7% |
| m | 13 | 8.7% |
| a | 13 | 8.7% |
| v | 5 | 3.3% |
| r | 5 | 3.3% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 11 | |
| 2 | 11 | |
| 3 | 2 | 7.7% |
| 5 | 2 | 7.7% |
Space Separator
| Value | Count | Frequency (%) |
| 39 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 13 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 5 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 155 | |
| Common | 78 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 49 | |
| s | 13 | 8.4% |
| w | 13 | 8.4% |
| k | 13 | 8.4% |
| t | 13 | 8.4% |
| i | 13 | 8.4% |
| m | 13 | 8.4% |
| a | 13 | 8.4% |
| N | 5 | 3.2% |
| v | 5 | 3.2% |
Common
| Value | Count | Frequency (%) |
| 39 | ||
| - | 13 | 16.7% |
| 1 | 11 | 14.1% |
| 2 | 11 | 14.1% |
| 3 | 2 | 2.6% |
| 5 | 2 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 233 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 49 | |
| 39 | ||
| s | 13 | 5.6% |
| w | 13 | 5.6% |
| k | 13 | 5.6% |
| t | 13 | 5.6% |
| i | 13 | 5.6% |
| m | 13 | 5.6% |
| - | 13 | 5.6% |
| a | 13 | 5.6% |
| Other values (7) | 41 |
TimeSearching
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 4 |
|---|---|
| Distinct (%) | 22.2% |
| Missing | 32 |
| Missing (%) | 64.0% |
| Memory size | 528.0 B |
| 30-60 minutes a day | |
|---|---|
| 15-30 minutes a day | |
| 60-120 minutes a day | 1 |
| Less than 15 minutes a day | 1 |
Length
| Max length | 26 |
|---|---|
| Median length | 19 |
| Mean length | 19.444444 |
| Min length | 19 |
Characters and Unicode
| Total characters | 350 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 11.1% |
Sample
| 1st row | 15-30 minutes a day |
|---|---|
| 2nd row | 30-60 minutes a day |
| 3rd row | 30-60 minutes a day |
| 4th row | 60-120 minutes a day |
| 5th row | 30-60 minutes a day |
Common Values
| Value | Count | Frequency (%) |
| 30-60 minutes a day | 13 | |
| 15-30 minutes a day | 3 | 6.0% |
| 60-120 minutes a day | 1 | 2.0% |
| Less than 15 minutes a day | 1 | 2.0% |
| (Missing) | 32 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| minutes | 18 | |
| a | 18 | |
| day | 18 | |
| 30-60 | 13 | |
| 15-30 | 3 | 4.1% |
| 60-120 | 1 | 1.4% |
| less | 1 | 1.4% |
| than | 1 | 1.4% |
| 15 | 1 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 56 | ||
| a | 37 | 10.6% |
| 0 | 31 | 8.9% |
| s | 20 | 5.7% |
| e | 19 | 5.4% |
| n | 19 | 5.4% |
| t | 19 | 5.4% |
| d | 18 | 5.1% |
| y | 18 | 5.1% |
| m | 18 | 5.1% |
| Other values (10) | 95 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 205 | |
| Decimal Number | 71 | 20.3% |
| Space Separator | 56 | 16.0% |
| Dash Punctuation | 17 | 4.9% |
| Uppercase Letter | 1 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 37 | |
| s | 20 | |
| e | 19 | |
| n | 19 | |
| t | 19 | |
| d | 18 | |
| y | 18 | |
| m | 18 | |
| i | 18 | |
| u | 18 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 31 | |
| 3 | 16 | |
| 6 | 14 | |
| 1 | 5 | 7.0% |
| 5 | 4 | 5.6% |
| 2 | 1 | 1.4% |
Space Separator
| Value | Count | Frequency (%) |
| 56 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 17 |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 206 | |
| Common | 144 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 37 | |
| s | 20 | |
| e | 19 | |
| n | 19 | |
| t | 19 | |
| d | 18 | |
| y | 18 | |
| m | 18 | |
| i | 18 | |
| u | 18 | |
| Other values (2) | 2 | 1.0% |
Common
| Value | Count | Frequency (%) |
| 56 | ||
| 0 | 31 | |
| - | 17 | 11.8% |
| 3 | 16 | 11.1% |
| 6 | 14 | 9.7% |
| 1 | 5 | 3.5% |
| 5 | 4 | 2.8% |
| 2 | 1 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 350 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 56 | ||
| a | 37 | 10.6% |
| 0 | 31 | 8.9% |
| s | 20 | 5.7% |
| e | 19 | 5.4% |
| n | 19 | 5.4% |
| t | 19 | 5.4% |
| d | 18 | 5.1% |
| y | 18 | 5.1% |
| m | 18 | 5.1% |
| Other values (10) | 95 |
TimeAnswering
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 5 |
|---|---|
| Distinct (%) | 27.8% |
| Missing | 32 |
| Missing (%) | 64.0% |
| Memory size | 528.0 B |
| 15-30 minutes a day | |
|---|---|
| 30-60 minutes a day | |
| 60-120 minutes a day | |
| Less than 15 minutes a day | |
| Over 120 minutes a day |
Length
| Max length | 26 |
|---|---|
| Median length | 19 |
| Mean length | 20.111111 |
| Min length | 19 |
Characters and Unicode
| Total characters | 362 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 5.6% |
Sample
| 1st row | Over 120 minutes a day |
|---|---|
| 2nd row | 60-120 minutes a day |
| 3rd row | Less than 15 minutes a day |
| 4th row | 30-60 minutes a day |
| 5th row | 30-60 minutes a day |
Common Values
| Value | Count | Frequency (%) |
| 15-30 minutes a day | 8 | 16.0% |
| 30-60 minutes a day | 4 | 8.0% |
| 60-120 minutes a day | 3 | 6.0% |
| Less than 15 minutes a day | 2 | 4.0% |
| Over 120 minutes a day | 1 | 2.0% |
| (Missing) | 32 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| minutes | 18 | |
| a | 18 | |
| day | 18 | |
| 15-30 | 8 | |
| 30-60 | 4 | 5.2% |
| 60-120 | 3 | 3.9% |
| less | 2 | 2.6% |
| than | 2 | 2.6% |
| 15 | 2 | 2.6% |
| over | 1 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 59 | ||
| a | 38 | 10.5% |
| 0 | 23 | 6.4% |
| s | 22 | 6.1% |
| e | 21 | 5.8% |
| n | 20 | 5.5% |
| t | 20 | 5.5% |
| y | 18 | 5.0% |
| m | 18 | 5.0% |
| i | 18 | 5.0% |
| Other values (13) | 105 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 215 | |
| Decimal Number | 70 | 19.3% |
| Space Separator | 59 | 16.3% |
| Dash Punctuation | 15 | 4.1% |
| Uppercase Letter | 3 | 0.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 38 | |
| s | 22 | |
| e | 21 | |
| n | 20 | |
| t | 20 | |
| y | 18 | |
| m | 18 | |
| i | 18 | |
| u | 18 | |
| d | 18 | |
| Other values (3) | 4 | 1.9% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 23 | |
| 1 | 14 | |
| 3 | 12 | |
| 5 | 10 | |
| 6 | 7 | 10.0% |
| 2 | 4 | 5.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 2 | |
| O | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 59 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 15 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 218 | |
| Common | 144 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 38 | |
| s | 22 | |
| e | 21 | |
| n | 20 | |
| t | 20 | |
| y | 18 | |
| m | 18 | |
| i | 18 | |
| u | 18 | |
| d | 18 | |
| Other values (5) | 7 | 3.2% |
Common
| Value | Count | Frequency (%) |
| 59 | ||
| 0 | 23 | 16.0% |
| - | 15 | 10.4% |
| 1 | 14 | 9.7% |
| 3 | 12 | 8.3% |
| 5 | 10 | 6.9% |
| 6 | 7 | 4.9% |
| 2 | 4 | 2.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 362 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 59 | ||
| a | 38 | 10.5% |
| 0 | 23 | 6.4% |
| s | 22 | 6.1% |
| e | 21 | 5.8% |
| n | 20 | 5.5% |
| t | 20 | 5.5% |
| y | 18 | 5.0% |
| m | 18 | 5.0% |
| i | 18 | 5.0% |
| Other values (13) | 105 |
Onboarding
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 5 |
|---|---|
| Distinct (%) | 27.8% |
| Missing | 32 |
| Missing (%) | 64.0% |
| Memory size | 528.0 B |
| Somewhat long | |
|---|---|
| Somewhat short | |
| Just right | |
| Very long | |
| Very short |
Length
| Max length | 14 |
|---|---|
| Median length | 13.5 |
| Mean length | 12.277778 |
| Min length | 9 |
Characters and Unicode
| Total characters | 221 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 5.6% |
Sample
| 1st row | Somewhat long |
|---|---|
| 2nd row | Just right |
| 3rd row | Somewhat short |
| 4th row | Very short |
| 5th row | Somewhat long |
Common Values
| Value | Count | Frequency (%) |
| Somewhat long | 9 | 18.0% |
| Somewhat short | 4 | 8.0% |
| Just right | 2 | 4.0% |
| Very long | 2 | 4.0% |
| Very short | 1 | 2.0% |
| (Missing) | 32 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| somewhat | 13 | |
| long | 11 | |
| short | 5 | 13.9% |
| very | 3 | 8.3% |
| just | 2 | 5.6% |
| right | 2 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 29 | |
| t | 22 | |
| h | 20 | 9.0% |
| 18 | 8.1% | |
| e | 16 | 7.2% |
| S | 13 | 5.9% |
| g | 13 | 5.9% |
| m | 13 | 5.9% |
| w | 13 | 5.9% |
| a | 13 | 5.9% |
| Other values (9) | 51 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 185 | |
| Space Separator | 18 | 8.1% |
| Uppercase Letter | 18 | 8.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 29 | |
| t | 22 | |
| h | 20 | |
| e | 16 | |
| g | 13 | |
| m | 13 | |
| w | 13 | |
| a | 13 | |
| l | 11 | 5.9% |
| n | 11 | 5.9% |
| Other values (5) | 24 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 13 | |
| V | 3 | 16.7% |
| J | 2 | 11.1% |
Space Separator
| Value | Count | Frequency (%) |
| 18 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 203 | |
| Common | 18 | 8.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 29 | |
| t | 22 | |
| h | 20 | |
| e | 16 | 7.9% |
| S | 13 | 6.4% |
| g | 13 | 6.4% |
| m | 13 | 6.4% |
| w | 13 | 6.4% |
| a | 13 | 6.4% |
| l | 11 | 5.4% |
| Other values (8) | 40 |
Common
| Value | Count | Frequency (%) |
| 18 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 221 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 29 | |
| t | 22 | |
| h | 20 | 9.0% |
| 18 | 8.1% | |
| e | 16 | 7.2% |
| S | 13 | 5.9% |
| g | 13 | 5.9% |
| m | 13 | 5.9% |
| w | 13 | 5.9% |
| a | 13 | 5.9% |
| Other values (9) | 51 |
ProfessionalTech
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 14 |
|---|---|
| Distinct (%) | 82.4% |
| Missing | 33 |
| Missing (%) | 66.0% |
| Memory size | 528.0 B |
| Continuous integration (CI) and (more often) continuous delivery;Automated testing | |
|---|---|
| DevOps function;Microservices;Continuous integration (CI) and (more often) continuous delivery;Automated testing;Observability tools | |
| Innersource initiative;DevOps function;Microservices;Developer portal or other central places to find tools/services;Continuous integration (CI) and (more often) continuous delivery;Automated testing;Observability tools | |
| Innersource initiative;DevOps function;Microservices;Continuous integration (CI) and (more often) continuous delivery;Automated testing;Observability tools | |
| DevOps function;Microservices | |
| Other values (9) |
Length
| Max length | 219 |
|---|---|
| Median length | 132 |
| Mean length | 101.82353 |
| Min length | 13 |
Characters and Unicode
| Total characters | 1731 |
|---|---|
| Distinct characters | 32 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 12 ? |
|---|---|
| Unique (%) | 70.6% |
Sample
| 1st row | Innersource initiative;DevOps function;Microservices;Developer portal or other central places to find tools/services;Continuous integration (CI) and (more often) continuous delivery;Automated testing;Observability tools |
|---|---|
| 2nd row | Innersource initiative;DevOps function;Microservices;Continuous integration (CI) and (more often) continuous delivery;Automated testing;Observability tools |
| 3rd row | DevOps function;Microservices |
| 4th row | Continuous integration (CI) and (more often) continuous delivery;Automated testing |
| 5th row | DevOps function;Continuous integration (CI) and (more often) continuous delivery;Automated testing |
Common Values
| Value | Count | Frequency (%) |
| Continuous integration (CI) and (more often) continuous delivery;Automated testing | 3 | 6.0% |
| DevOps function;Microservices;Continuous integration (CI) and (more often) continuous delivery;Automated testing;Observability tools | 2 | 4.0% |
| Innersource initiative;DevOps function;Microservices;Developer portal or other central places to find tools/services;Continuous integration (CI) and (more often) continuous delivery;Automated testing;Observability tools | 1 | 2.0% |
| Innersource initiative;DevOps function;Microservices;Continuous integration (CI) and (more often) continuous delivery;Automated testing;Observability tools | 1 | 2.0% |
| DevOps function;Microservices | 1 | 2.0% |
| DevOps function;Continuous integration (CI) and (more often) continuous delivery;Automated testing | 1 | 2.0% |
| None of these | 1 | 2.0% |
| Developer portal or other central places to find tools/services;Continuous integration (CI) and (more often) continuous delivery;Automated testing | 1 | 2.0% |
| DevOps function;Continuous integration (CI) and (more often) continuous delivery;Automated testing;Observability tools | 1 | 2.0% |
| DevOps function | 1 | 2.0% |
| Other values (4) | 4 | 8.0% |
| (Missing) | 33 |
Length
| Value | Count | Frequency (%) |
| continuous | 16 | 9.5% |
| integration | 12 | 7.1% |
| ci | 12 | 7.1% |
| and | 12 | 7.1% |
| more | 12 | 7.1% |
| often | 12 | 7.1% |
| delivery;automated | 12 | 7.1% |
| devops | 8 | 4.8% |
| testing;observability | 8 | 4.8% |
| tools | 8 | 4.8% |
| Other values (23) | 56 |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 163 | 9.4% |
| o | 162 | 9.4% |
| e | 159 | 9.2% |
| 151 | 8.7% | |
| n | 144 | 8.3% |
| i | 129 | 7.5% |
| s | 96 | 5.5% |
| r | 86 | 5.0% |
| u | 73 | 4.2% |
| a | 59 | 3.4% |
| Other values (22) | 509 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1397 | |
| Space Separator | 151 | 8.7% |
| Uppercase Letter | 91 | 5.3% |
| Other Punctuation | 44 | 2.5% |
| Close Punctuation | 24 | 1.4% |
| Open Punctuation | 24 | 1.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 163 | |
| o | 162 | |
| e | 159 | |
| n | 144 | |
| i | 129 | |
| s | 96 | 6.9% |
| r | 86 | 6.2% |
| u | 73 | 5.2% |
| a | 59 | 4.2% |
| c | 50 | 3.6% |
| Other values (10) | 276 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 24 | |
| O | 18 | |
| I | 14 | |
| D | 14 | |
| A | 13 | |
| M | 7 | 7.7% |
| N | 1 | 1.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 40 | |
| / | 4 | 9.1% |
Space Separator
| Value | Count | Frequency (%) |
| 151 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 24 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 24 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1488 | |
| Common | 243 | 14.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 163 | |
| o | 162 | |
| e | 159 | |
| n | 144 | 9.7% |
| i | 129 | 8.7% |
| s | 96 | 6.5% |
| r | 86 | 5.8% |
| u | 73 | 4.9% |
| a | 59 | 4.0% |
| c | 50 | 3.4% |
| Other values (17) | 367 |
Common
| Value | Count | Frequency (%) |
| 151 | ||
| ; | 40 | 16.5% |
| ) | 24 | 9.9% |
| ( | 24 | 9.9% |
| / | 4 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1731 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 163 | 9.4% |
| o | 162 | 9.4% |
| e | 159 | 9.2% |
| 151 | 8.7% | |
| n | 144 | 8.3% |
| i | 129 | 7.5% |
| s | 96 | 5.5% |
| r | 86 | 5.0% |
| u | 73 | 4.2% |
| a | 59 | 3.4% |
| Other values (22) | 509 |
TrueFalse_1
Boolean
HIGH CORRELATION  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 33 |
| Missing (%) | 66.0% |
| Memory size | 228.0 B |
| True | |
|---|---|
| False | |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 11 | 22.0% |
| False | 6 | 12.0% |
| (Missing) | 33 |
TrueFalse_2
Boolean
HIGH CORRELATION  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 32 |
| Missing (%) | 64.0% |
| Memory size | 228.0 B |
| True | |
|---|---|
| False | |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 11 | 22.0% |
| False | 7 | 14.0% |
| (Missing) | 32 |
TrueFalse_3
Boolean
HIGH CORRELATION  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 32 |
| Missing (%) | 64.0% |
| Memory size | 228.0 B |
| True | |
|---|---|
| False | |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 13 | |
| False | 5 | 10.0% |
| (Missing) | 32 |
SurveyLength
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | 6.4% |
| Missing | 3 |
| Missing (%) | 6.0% |
| Memory size | 528.0 B |
| Appropriate in length | |
|---|---|
| Too long | |
| Too short |
Length
| Max length | 21 |
|---|---|
| Median length | 21 |
| Mean length | 18.319149 |
| Min length | 8 |
Characters and Unicode
| Total characters | 861 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Too long |
|---|---|
| 2nd row | Appropriate in length |
| 3rd row | Appropriate in length |
| 4th row | Too long |
| 5th row | Appropriate in length |
Common Values
| Value | Count | Frequency (%) |
| Appropriate in length | 37 | |
| Too long | 6 | 12.0% |
| Too short | 4 | 8.0% |
| (Missing) | 3 | 6.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| appropriate | 37 | |
| in | 37 | |
| length | 37 | |
| too | 10 | 7.6% |
| long | 6 | 4.6% |
| short | 4 | 3.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| p | 111 | |
| 84 | ||
| n | 80 | |
| r | 78 | |
| t | 78 | |
| i | 74 | |
| e | 74 | |
| o | 67 | |
| l | 43 | 5.0% |
| g | 43 | 5.0% |
| Other values (5) | 129 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 730 | |
| Space Separator | 84 | 9.8% |
| Uppercase Letter | 47 | 5.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| p | 111 | |
| n | 80 | |
| r | 78 | |
| t | 78 | |
| i | 74 | |
| e | 74 | |
| o | 67 | |
| l | 43 | 5.9% |
| g | 43 | 5.9% |
| h | 41 | 5.6% |
| Other values (2) | 41 | 5.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 37 | |
| T | 10 | 21.3% |
Space Separator
| Value | Count | Frequency (%) |
| 84 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 777 | |
| Common | 84 | 9.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| p | 111 | |
| n | 80 | |
| r | 78 | |
| t | 78 | |
| i | 74 | |
| e | 74 | |
| o | 67 | |
| l | 43 | 5.5% |
| g | 43 | 5.5% |
| h | 41 | 5.3% |
| Other values (4) | 88 |
Common
| Value | Count | Frequency (%) |
| 84 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 861 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| p | 111 | |
| 84 | ||
| n | 80 | |
| r | 78 | |
| t | 78 | |
| i | 74 | |
| e | 74 | |
| o | 67 | |
| l | 43 | 5.0% |
| g | 43 | 5.0% |
| Other values (5) | 129 |
SurveyEase
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 2 |
| Missing (%) | 4.0% |
| Memory size | 528.0 B |
| Easy | |
|---|---|
| Neither easy nor difficult | |
| Difficult | 1 |
Length
| Max length | 26 |
|---|---|
| Median length | 4 |
| Mean length | 9.6041667 |
| Min length | 4 |
Characters and Unicode
| Total characters | 461 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 2.1% |
Sample
| 1st row | Difficult |
|---|---|
| 2nd row | Neither easy nor difficult |
| 3rd row | Easy |
| 4th row | Easy |
| 5th row | Easy |
Common Values
| Value | Count | Frequency (%) |
| Easy | 35 | |
| Neither easy nor difficult | 12 | 24.0% |
| Difficult | 1 | 2.0% |
| (Missing) | 2 | 4.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| easy | 47 | |
| difficult | 13 | 15.5% |
| neither | 12 | 14.3% |
| nor | 12 | 14.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 47 | |
| s | 47 | |
| y | 47 | |
| i | 38 | 8.2% |
| e | 36 | 7.8% |
| 36 | 7.8% | |
| E | 35 | 7.6% |
| f | 26 | 5.6% |
| t | 25 | 5.4% |
| r | 24 | 5.2% |
| Other values (9) | 100 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 377 | |
| Uppercase Letter | 48 | 10.4% |
| Space Separator | 36 | 7.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 47 | |
| s | 47 | |
| y | 47 | |
| i | 38 | |
| e | 36 | |
| f | 26 | |
| t | 25 | |
| r | 24 | 6.4% |
| c | 13 | 3.4% |
| u | 13 | 3.4% |
| Other values (5) | 61 |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 35 | |
| N | 12 | 25.0% |
| D | 1 | 2.1% |
Space Separator
| Value | Count | Frequency (%) |
| 36 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 425 | |
| Common | 36 | 7.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 47 | |
| s | 47 | |
| y | 47 | |
| i | 38 | |
| e | 36 | |
| E | 35 | |
| f | 26 | 6.1% |
| t | 25 | 5.9% |
| r | 24 | 5.6% |
| c | 13 | 3.1% |
| Other values (8) | 87 |
Common
| Value | Count | Frequency (%) |
| 36 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 461 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 47 | |
| s | 47 | |
| y | 47 | |
| i | 38 | 8.2% |
| e | 36 | 7.8% |
| 36 | 7.8% | |
| E | 35 | 7.6% |
| f | 26 | 5.6% |
| t | 25 | 5.4% |
| r | 24 | 5.2% |
| Other values (9) | 100 |
ConvertedCompYearly
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 22 |
|---|---|
| Distinct (%) | 91.7% |
| Missing | 26 |
| Missing (%) | 52.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 158816.54 |
| Minimum | 5124 |
|---|---|
| Maximum | 1663644 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 5124 |
|---|---|
| 5-th percentile | 21459.3 |
| Q1 | 51192 |
| median | 94126 |
| Q3 | 130000 |
| 95-th percentile | 213340.65 |
| Maximum | 1663644 |
| Range | 1658520 |
| Interquartile range (IQR) | 78808 |
Descriptive statistics
| Standard deviation | 325234.95 |
|---|---|
| Coefficient of variation (CV) | 2.0478657 |
| Kurtosis | 22.454284 |
| Mean | 158816.54 |
| Median Absolute Deviation (MAD) | 38374 |
| Skewness | 4.673894 |
| Sum | 3811597 |
| Variance | 1.0577777 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 130000 | 2 | 4.0% |
| 51192 | 2 | 4.0% |
| 97605 | 1 | 2.0% |
| 135000 | 1 | 2.0% |
| 5124 | 1 | 2.0% |
| 68160 | 1 | 2.0% |
| 83256 | 1 | 2.0% |
| 102000 | 1 | 2.0% |
| 1663644 | 1 | 2.0% |
| 106960 | 1 | 2.0% |
| Other values (12) | 12 | |
| (Missing) | 26 |
| Value | Count | Frequency (%) |
| 5124 | 1 | |
| 19224 | 1 | |
| 34126 | 1 | |
| 40205 | 1 | |
| 49056 | 1 | |
| 51192 | 2 | |
| 60307 | 1 | |
| 65000 | 1 | |
| 68160 | 1 | |
| 83256 | 1 |
| Value | Count | Frequency (%) |
| 1663644 | 1 | |
| 215232 | 1 | |
| 202623 | 1 | |
| 194400 | 1 | |
| 135000 | 1 | |
| 130000 | 2 | |
| 110000 | 1 | |
| 106960 | 1 | |
| 106644 | 1 | |
| 102000 | 1 |
| ResponseId | YearsCode | YearsCodePro | CompTotal | WorkExp | ConvertedCompYearly | MainBranch | Employment | RemoteWork | CodingActivities | EdLevel | LearnCode | LearnCodeOnline | LearnCodeCoursesCert | DevType | OrgSize | PurchaseInfluence | BuyNewTool | Country | Currency | CompFreq | LanguageHaveWorkedWith | LanguageWantToWorkWith | DatabaseHaveWorkedWith | DatabaseWantToWorkWith | PlatformHaveWorkedWith | PlatformWantToWorkWith | WebframeHaveWorkedWith | WebframeWantToWorkWith | MiscTechHaveWorkedWith | MiscTechWantToWorkWith | ToolsTechHaveWorkedWith | ToolsTechWantToWorkWith | NEWCollabToolsHaveWorkedWith | NEWCollabToolsWantToWorkWith | OpSysProfessional use | OpSysPersonal use | VersionControlSystem | VCInteraction | OfficeStackAsyncHaveWorkedWith | OfficeStackAsyncWantToWorkWith | OfficeStackSyncHaveWorkedWith | OfficeStackSyncWantToWorkWith | Blockchain | NEWSOSites | SOVisitFreq | SOAccount | SOPartFreq | SOComm | Age | Gender | Trans | Sexuality | Ethnicity | Accessibility | MentalHealth | TBranch | ICorPM | Knowledge_1 | Knowledge_2 | Knowledge_3 | Knowledge_4 | Knowledge_5 | Knowledge_6 | Knowledge_7 | Frequency_1 | Frequency_2 | Frequency_3 | TimeSearching | TimeAnswering | Onboarding | ProfessionalTech | TrueFalse_1 | TrueFalse_2 | TrueFalse_3 | SurveyLength | SurveyEase | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ResponseId | 1.000 | -0.022 | 0.066 | -0.048 | -0.078 | 0.073 | 0.000 | 0.000 | 0.115 | 0.000 | 0.000 | 0.000 | 0.241 | 0.270 | 0.119 | 0.000 | 0.000 | 0.000 | 0.134 | 0.164 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.311 | 0.000 | 0.000 | 0.335 | 0.000 | 0.361 | 0.000 | 0.199 | 0.000 | 0.000 | 0.149 | 0.000 | 0.235 | 0.173 | 0.000 | 0.000 | 0.174 | 0.000 | 0.116 | 0.275 | 0.000 | 0.000 | 0.000 | 0.217 | 0.000 | 0.096 | 0.000 | 0.086 | 0.145 | 0.252 | 0.042 | 0.510 | 0.000 | 0.000 | 0.478 | 0.000 | 0.000 | 0.000 | 0.215 | 0.213 | 0.266 | 0.000 | 0.000 | 0.000 | 0.149 | 0.000 | 0.000 | 0.000 | 0.000 | 0.367 | 0.163 | 0.177 |
| YearsCode | -0.022 | 1.000 | 0.939 | 0.413 | 0.906 | 0.472 | 0.000 | 0.000 | 0.000 | 0.185 | 0.237 | 0.115 | 0.000 | 0.000 | 0.000 | 0.000 | 0.278 | 0.000 | 0.000 | 0.102 | 0.132 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.375 | 0.000 | 0.249 | 0.000 | 0.000 | 0.000 | 0.407 | 0.000 | 0.113 | 0.000 | 0.000 | 0.474 | 0.422 | 0.204 | 0.182 | 0.181 | 0.000 | 0.000 | 0.000 | 0.202 | 0.000 | 0.062 | 0.099 | 0.526 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.069 | 0.000 | 0.000 | 0.000 | 0.000 | 0.250 | 0.000 | 0.412 | 0.000 | 0.192 | 0.000 | 0.000 | 0.344 | 0.055 |
| YearsCodePro | 0.066 | 0.939 | 1.000 | 0.489 | 0.920 | 0.578 | 0.000 | 0.205 | 0.000 | 0.231 | 0.324 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.101 | 0.248 | 0.262 | 0.190 | 0.000 | 1.000 | 0.000 | 0.068 | 0.000 | 0.000 | 0.525 | 1.000 | 1.000 | 0.000 | 0.000 | 0.375 | 0.245 | 0.000 | 0.374 | 0.000 | 0.156 | 0.288 | 0.350 | 0.000 | 0.242 | 0.171 | 0.141 | 0.020 | 0.238 | 0.456 | 0.000 | 0.000 | 0.206 | 0.685 | 0.196 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.856 | 0.209 | 0.000 | 0.000 | 0.000 | 0.342 | 0.000 | 0.174 | 0.429 | 0.000 | 0.245 | 0.275 | 0.000 | 0.390 | 0.000 | 0.241 | 0.000 | 0.532 | 0.289 | 0.000 |
| CompTotal | -0.048 | 0.413 | 0.489 | 1.000 | 0.548 | 0.828 | 0.120 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.211 | 1.000 | 0.177 | 0.000 | 0.365 | 0.067 | 0.000 | 0.000 | 0.526 | 1.000 | 0.296 | 0.000 | 0.000 | 0.000 | 0.183 | 1.000 | 1.000 | 0.000 | 0.000 | 0.441 | 0.355 | 0.000 | 0.364 | 0.000 | 0.000 | 0.000 | 0.000 | 0.382 | 0.408 | 0.000 | 0.000 | 0.000 | 0.077 | 0.292 | 0.101 | 0.249 | 0.279 | 0.184 | 0.102 | 1.000 | 0.327 | 0.000 | 0.408 | 0.000 | 0.000 | 0.734 | 0.000 | 0.000 | 0.487 | 0.339 | 0.266 | 0.000 | 0.000 | 0.679 | 0.463 | 0.447 | 0.000 | 0.520 | 0.309 | 0.000 | 0.284 | 0.000 | 0.189 | 0.162 | 0.232 |
| WorkExp | -0.078 | 0.906 | 0.920 | 0.548 | 1.000 | 0.572 | 0.000 | 0.000 | 0.146 | 0.000 | 0.372 | 0.559 | 0.000 | 0.816 | 0.395 | 0.000 | 0.000 | 0.501 | 0.000 | 0.000 | 0.000 | 1.000 | 0.577 | 0.000 | 0.000 | 0.000 | 0.707 | 1.000 | 1.000 | 0.333 | 0.000 | 0.577 | 0.456 | 0.098 | 0.446 | 0.227 | 0.455 | 1.000 | 0.000 | 0.000 | 0.246 | 0.000 | 0.000 | 0.232 | 0.000 | 0.000 | 0.000 | 0.000 | 0.122 | 0.483 | 0.000 | 1.000 | 0.144 | 0.000 | 0.000 | 0.000 | 1.000 | 0.211 | 0.000 | 0.000 | 0.000 | 0.298 | 0.218 | 0.000 | 0.000 | 0.254 | 0.000 | 0.000 | 0.000 | 0.221 | 0.310 | 0.000 | 0.000 | 0.000 | 0.549 | 0.407 | 0.320 |
| ConvertedCompYearly | 0.073 | 0.472 | 0.578 | 0.828 | 0.572 | 1.000 | 0.181 | 0.342 | 0.449 | 0.631 | 0.000 | 0.195 | 0.000 | 1.000 | 0.000 | 0.499 | 0.380 | 0.000 | 0.422 | 0.000 | 0.024 | 1.000 | 0.000 | 0.499 | 0.308 | 0.000 | 0.707 | 1.000 | 1.000 | 0.000 | 0.000 | 0.408 | 0.364 | 0.000 | 0.343 | 0.293 | 0.060 | 0.000 | 0.127 | 0.563 | 0.153 | 0.315 | 0.356 | 0.000 | 0.254 | 0.000 | 0.000 | 0.000 | 0.000 | 0.414 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.961 | 0.166 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.601 | 0.000 | 0.376 | 0.146 | 0.000 | 0.254 | 0.392 | 0.000 | 0.000 | 0.295 | 0.439 | 0.000 |
| MainBranch | 0.000 | 0.000 | 0.000 | 0.120 | 0.000 | 0.181 | 1.000 | 0.392 | 0.576 | 0.000 | 0.289 | 0.200 | 0.254 | 0.471 | 0.357 | 0.000 | 0.000 | 0.494 | 0.480 | 0.000 | 0.000 | 0.261 | 0.000 | 0.000 | 0.000 | 0.000 | 0.241 | 0.153 | 0.277 | 0.626 | 0.358 | 0.179 | 0.317 | 0.332 | 0.000 | 0.495 | 0.227 | 0.000 | 0.335 | 0.000 | 0.707 | 0.399 | 0.386 | 0.000 | 0.049 | 0.000 | 0.362 | 0.082 | 0.103 | 0.341 | 0.292 | 0.296 | 0.421 | 0.000 | 0.000 | 0.279 | 0.106 | 0.410 | 0.194 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.935 | 0.250 | 0.612 | 0.000 | 0.250 | 0.500 | 0.447 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Employment | 0.000 | 0.000 | 0.205 | 0.000 | 0.000 | 0.342 | 0.392 | 1.000 | 0.674 | 0.283 | 0.403 | 0.000 | 0.297 | 0.612 | 0.000 | 0.351 | 0.301 | 0.304 | 0.385 | 0.613 | 0.441 | 0.452 | 0.000 | 0.567 | 0.474 | 0.224 | 0.000 | 0.000 | 0.000 | 0.000 | 0.559 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.665 | 0.627 | 0.383 | 0.330 | 0.339 | 0.000 | 0.122 | 0.000 | 0.259 | 0.164 | 0.375 | 0.158 | 0.082 | 0.546 | 0.275 | 0.218 | 0.355 | 0.203 | 0.333 | 0.000 | 0.275 | 0.000 | 0.014 | 0.126 | 0.000 | 0.000 | 0.189 | 0.000 | 0.000 | 0.464 | 0.000 | 0.462 | 0.000 | 0.000 | 0.269 | 0.000 | 0.159 | 0.000 |
| RemoteWork | 0.115 | 0.000 | 0.000 | 0.000 | 0.146 | 0.449 | 0.576 | 0.674 | 1.000 | 0.000 | 0.390 | 0.132 | 0.283 | 0.149 | 0.214 | 0.473 | 0.212 | 0.563 | 0.237 | 0.367 | 0.000 | 0.000 | 0.246 | 0.131 | 0.000 | 0.324 | 0.000 | 0.000 | 1.000 | 0.000 | 0.213 | 0.000 | 0.000 | 0.000 | 0.000 | 0.135 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.519 | 0.545 | 0.396 | 0.000 | 0.209 | 0.172 | 0.000 | 0.119 | 0.367 | 0.383 | 0.514 | 0.398 | 0.259 | 0.000 | 0.234 | 0.262 | 0.000 | 0.000 | 0.497 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.653 | 0.000 | 0.453 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.201 | 0.000 |
| CodingActivities | 0.000 | 0.185 | 0.231 | 0.000 | 0.000 | 0.631 | 0.000 | 0.283 | 0.000 | 1.000 | 0.024 | 0.000 | 0.000 | 0.274 | 0.245 | 0.338 | 0.000 | 0.000 | 0.514 | 0.213 | 0.071 | 0.000 | 0.000 | 0.381 | 0.354 | 0.000 | 0.222 | 0.540 | 1.000 | 0.327 | 0.000 | 0.191 | 0.000 | 0.000 | 0.000 | 0.325 | 0.000 | 0.000 | 0.167 | 0.477 | 0.573 | 0.372 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.143 | 0.153 | 0.071 | 0.000 | 0.000 | 0.000 | 0.280 | 0.000 | 0.000 | 0.000 | 0.775 | 0.205 | 0.216 | 0.000 | 0.178 | 0.418 | 0.179 | 0.000 | 0.408 | 0.000 | 0.020 | 0.349 | 0.000 | 0.000 | 0.463 | 0.000 | 0.249 | 0.000 | 0.464 | 0.000 |
| EdLevel | 0.000 | 0.237 | 0.324 | 0.000 | 0.372 | 0.000 | 0.289 | 0.403 | 0.390 | 0.024 | 1.000 | 0.000 | 0.287 | 0.204 | 0.261 | 0.000 | 0.000 | 0.392 | 0.000 | 0.250 | 0.000 | 1.000 | 0.000 | 0.000 | 0.262 | 0.348 | 0.000 | 0.208 | 0.000 | 0.208 | 0.000 | 0.000 | 0.000 | 0.000 | 0.212 | 0.218 | 0.000 | 0.000 | 0.000 | 0.456 | 0.334 | 0.245 | 0.000 | 0.231 | 0.000 | 0.249 | 0.308 | 0.224 | 0.000 | 0.316 | 0.000 | 0.000 | 0.162 | 0.203 | 0.000 | 0.000 | 0.000 | 0.000 | 0.309 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.147 | 0.000 | 0.000 | 0.000 | 0.000 |
| LearnCode | 0.000 | 0.115 | 0.000 | 0.000 | 0.559 | 0.195 | 0.200 | 0.000 | 0.132 | 0.000 | 0.000 | 1.000 | 0.000 | 1.000 | 0.067 | 0.158 | 0.000 | 0.000 | 0.404 | 0.000 | 0.000 | 1.000 | 0.079 | 0.192 | 0.090 | 0.000 | 0.360 | 0.000 | 0.340 | 0.000 | 0.000 | 0.387 | 0.335 | 0.000 | 0.207 | 0.221 | 0.000 | 0.360 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.163 | 0.167 | 0.201 | 0.288 | 0.000 | 0.243 | 0.000 | 0.127 | 0.000 | 0.353 | 0.000 | 0.274 | 0.295 | 0.000 | 0.258 | 0.354 | 0.073 | 0.235 | 0.000 | 0.000 | 0.000 | 0.433 | 0.433 | 0.118 | 0.354 | 0.000 | 0.225 | 0.000 | 0.394 | 0.000 | 0.000 | 0.250 | 0.000 | 0.401 |
| LearnCodeOnline | 0.241 | 0.000 | 0.000 | 0.211 | 0.000 | 0.000 | 0.254 | 0.297 | 0.283 | 0.000 | 0.287 | 0.000 | 1.000 | 1.000 | 0.383 | 0.167 | 0.000 | 0.000 | 0.000 | 0.577 | 0.250 | 1.000 | 0.435 | 0.392 | 0.387 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 0.209 | 0.000 | 0.000 | 1.000 | 0.147 | 0.000 | 0.311 | 0.483 | 0.000 | 1.000 | 0.328 | 1.000 | 0.408 | 0.000 | 0.091 | 0.254 | 0.178 | 0.000 | 0.000 | 0.316 | 0.183 | 0.230 | 0.371 | 0.189 | 1.000 | 0.224 | 0.333 | 0.000 | 0.229 | 0.548 | 0.548 | 0.082 | 0.548 | 0.548 | 0.000 | 0.548 | 0.447 | 0.000 | 0.548 | 0.548 | 0.000 | 0.000 | 0.000 | 0.316 | 0.000 | 0.180 |
| LearnCodeCoursesCert | 0.270 | 0.000 | 0.000 | 1.000 | 0.816 | 1.000 | 0.471 | 0.612 | 0.149 | 0.274 | 0.204 | 1.000 | 1.000 | 1.000 | 1.000 | 0.577 | 0.000 | 0.270 | 0.943 | 0.577 | 0.447 | 1.000 | 1.000 | 0.236 | 0.000 | 0.000 | 0.354 | 0.000 | 1.000 | 1.000 | 0.250 | 1.000 | 0.231 | 0.000 | 0.000 | 0.000 | 0.408 | 1.000 | 0.102 | 1.000 | 1.000 | 0.488 | 0.316 | 0.395 | 0.000 | 0.000 | 0.471 | 0.000 | 0.000 | 0.000 | 0.500 | 1.000 | 0.234 | 0.000 | 1.000 | 0.000 | 0.577 | 1.000 | 0.000 | 0.000 | 0.816 | 0.816 | 0.000 | 0.000 | 0.000 | 0.577 | 0.577 | 0.000 | 0.000 | 0.816 | 0.000 | 1.000 | 0.000 | 0.577 | 1.000 | 0.000 | 0.471 |
| DevType | 0.119 | 0.000 | 0.000 | 0.177 | 0.395 | 0.000 | 0.357 | 0.000 | 0.214 | 0.245 | 0.261 | 0.067 | 0.383 | 1.000 | 1.000 | 0.138 | 0.303 | 0.482 | 0.000 | 0.000 | 0.000 | 1.000 | 0.804 | 0.288 | 0.000 | 0.351 | 0.625 | 0.000 | 1.000 | 0.488 | 0.000 | 0.184 | 0.512 | 0.000 | 0.277 | 0.274 | 0.432 | 0.387 | 0.000 | 0.167 | 0.332 | 0.307 | 0.365 | 0.102 | 0.275 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.432 | 0.632 | 0.000 | 0.427 | 0.000 | 0.000 | 0.000 | 0.577 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.154 | 0.000 | 0.000 | 0.000 | 0.000 | 0.349 | 0.000 | 0.405 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.254 |
| OrgSize | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.499 | 0.000 | 0.351 | 0.473 | 0.338 | 0.000 | 0.158 | 0.167 | 0.577 | 0.138 | 1.000 | 0.460 | 0.000 | 0.159 | 0.000 | 0.363 | 1.000 | 0.000 | 0.055 | 0.471 | 0.000 | 0.000 | 1.000 | 1.000 | 0.239 | 0.312 | 0.320 | 0.000 | 0.181 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.194 | 0.189 | 0.000 | 0.284 | 0.210 | 0.279 | 0.000 | 0.000 | 0.000 | 0.199 | 0.000 | 0.592 | 1.000 | 0.561 | 0.295 | 0.866 | 0.333 | 0.000 | 0.000 | 0.440 | 0.000 | 0.360 | 0.298 | 0.363 | 0.000 | 0.000 | 0.398 | 0.469 | 0.000 | 0.369 | 0.394 | 0.000 | 0.716 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| PurchaseInfluence | 0.000 | 0.278 | 0.101 | 0.365 | 0.000 | 0.380 | 0.000 | 0.301 | 0.212 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.303 | 0.460 | 1.000 | 0.379 | 0.079 | 0.000 | 0.185 | 1.000 | 0.000 | 0.120 | 0.257 | 0.000 | 0.000 | 1.000 | 1.000 | 0.034 | 0.326 | 0.000 | 0.265 | 0.000 | 0.000 | 0.000 | 0.000 | 0.298 | 0.272 | 0.480 | 0.000 | 0.000 | 0.189 | 0.229 | 0.000 | 0.115 | 0.212 | 0.000 | 0.032 | 0.231 | 0.000 | 1.000 | 0.186 | 0.000 | 0.109 | 0.327 | 0.000 | 0.000 | 0.052 | 0.000 | 0.389 | 0.000 | 0.000 | 0.254 | 0.088 | 0.000 | 0.278 | 0.082 | 0.000 | 0.085 | 0.000 | 0.463 | 0.000 | 0.466 | 0.000 | 0.000 | 0.000 |
| BuyNewTool | 0.000 | 0.000 | 0.248 | 0.067 | 0.501 | 0.000 | 0.494 | 0.304 | 0.563 | 0.000 | 0.392 | 0.000 | 0.000 | 0.270 | 0.482 | 0.000 | 0.379 | 1.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.139 | 0.341 | 0.000 | 0.000 | 0.000 | 0.195 | 0.000 | 0.537 | 0.405 | 0.000 | 0.281 | 0.000 | 0.109 | 0.000 | 0.147 | 0.254 | 0.000 | 0.000 | 0.000 | 0.301 | 0.381 | 0.000 | 0.000 | 0.000 | 0.109 | 0.119 | 0.379 | 0.191 | 0.000 | 0.000 | 0.442 | 0.000 | 0.000 | 0.324 | 0.000 | 0.000 | 0.113 | 0.342 | 0.303 | 0.000 | 0.286 | 0.277 | 0.501 | 0.000 | 0.000 | 0.081 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.380 | 0.394 | 0.000 | 0.338 |
| Country | 0.134 | 0.000 | 0.262 | 0.000 | 0.000 | 0.422 | 0.480 | 0.385 | 0.237 | 0.514 | 0.000 | 0.404 | 0.000 | 0.943 | 0.000 | 0.159 | 0.079 | 0.000 | 1.000 | 0.890 | 0.675 | 0.000 | 0.234 | 0.421 | 0.000 | 0.200 | 0.617 | 0.000 | 0.563 | 0.000 | 0.000 | 0.000 | 0.000 | 0.292 | 0.000 | 0.322 | 0.000 | 0.000 | 0.199 | 0.498 | 0.000 | 0.203 | 0.000 | 0.293 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.210 | 0.000 | 0.224 | 0.000 | 0.000 | 0.000 | 0.289 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.173 | 0.000 | 0.000 | 0.000 | 0.156 | 0.679 | 0.127 | 0.000 | 0.000 | 0.000 | 0.411 | 0.000 | 0.416 | 0.000 |
| Currency | 0.164 | 0.102 | 0.190 | 0.000 | 0.000 | 0.000 | 0.000 | 0.613 | 0.367 | 0.213 | 0.250 | 0.000 | 0.577 | 0.577 | 0.000 | 0.000 | 0.000 | 0.000 | 0.890 | 1.000 | 0.757 | 0.247 | 0.422 | 0.355 | 0.089 | 0.406 | 0.546 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.292 | 0.187 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.420 | 0.000 | 0.403 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.137 | 0.000 | 0.089 | 0.357 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.168 | 0.000 | 0.000 | 0.088 | 0.000 | 0.000 | 0.000 | 0.313 | 0.118 | 0.000 | 0.000 | 0.000 | 0.475 | 0.000 | 0.238 | 0.000 | 0.000 | 0.000 | 0.000 | 0.356 | 0.336 |
| CompFreq | 0.000 | 0.132 | 0.000 | 0.526 | 0.000 | 0.024 | 0.000 | 0.441 | 0.000 | 0.071 | 0.000 | 0.000 | 0.250 | 0.447 | 0.000 | 0.363 | 0.185 | 0.000 | 0.675 | 0.757 | 1.000 | 1.000 | 0.000 | 0.333 | 0.242 | 0.437 | 0.329 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.356 | 0.282 | 0.000 | 0.287 | 0.100 | 0.000 | 0.000 | 0.572 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.351 | 0.000 | 0.000 | 0.040 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.231 | 0.535 | 0.499 | 0.000 | 0.090 | 0.000 | 0.081 | 0.000 | 0.140 | 0.209 | 0.000 | 0.277 | 0.000 | 0.000 | 0.000 | 0.245 | 0.234 |
| LanguageHaveWorkedWith | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.261 | 0.452 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 | 0.247 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 | 0.302 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.213 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.216 | 0.000 |
| LanguageWantToWorkWith | 0.000 | 0.000 | 0.000 | 0.296 | 0.577 | 0.000 | 0.000 | 0.000 | 0.246 | 0.000 | 0.000 | 0.079 | 0.435 | 1.000 | 0.804 | 0.000 | 0.000 | 0.139 | 0.234 | 0.422 | 0.000 | 0.000 | 1.000 | 0.312 | 1.000 | 0.849 | 1.000 | 0.000 | 0.000 | 0.808 | 1.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.412 | 0.309 | 0.000 | 1.000 | 1.000 | 0.312 | 1.000 | 0.186 | 0.309 | 0.192 | 0.000 | 0.000 | 0.158 | 0.000 | 0.316 | 0.224 | 0.397 | 0.259 | 0.229 | 0.303 | 0.196 | 0.267 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.365 | 0.516 | 0.365 | 0.000 | 0.447 | 0.000 | 0.000 | 0.000 | 0.258 | 0.258 | 0.000 | 0.126 |
| DatabaseHaveWorkedWith | 0.000 | 0.000 | 0.068 | 0.000 | 0.000 | 0.499 | 0.000 | 0.567 | 0.131 | 0.381 | 0.000 | 0.192 | 0.392 | 0.236 | 0.288 | 0.055 | 0.120 | 0.341 | 0.421 | 0.355 | 0.333 | 1.000 | 0.312 | 1.000 | 0.636 | 0.471 | 0.717 | 0.414 | 0.170 | 0.367 | 0.425 | 0.329 | 0.169 | 0.000 | 0.000 | 0.177 | 0.000 | 0.158 | 0.000 | 0.459 | 0.000 | 0.062 | 0.000 | 0.144 | 0.000 | 0.000 | 0.000 | 0.000 | 0.271 | 0.000 | 0.569 | 0.561 | 0.490 | 0.160 | 0.559 | 0.409 | 0.337 | 0.392 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.500 | 0.289 | 0.000 | 0.000 | 0.282 | 0.260 | 0.000 | 0.168 | 0.096 | 0.000 | 0.101 | 0.463 | 0.491 | 0.000 |
| DatabaseWantToWorkWith | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.308 | 0.000 | 0.474 | 0.000 | 0.354 | 0.262 | 0.090 | 0.387 | 0.000 | 0.000 | 0.471 | 0.257 | 0.000 | 0.000 | 0.089 | 0.242 | 1.000 | 1.000 | 0.636 | 1.000 | 0.306 | 1.000 | 0.000 | 0.000 | 0.329 | 0.716 | 0.255 | 0.000 | 0.000 | 0.000 | 0.228 | 0.224 | 0.000 | 0.000 | 0.523 | 1.000 | 0.000 | 0.000 | 0.000 | 0.112 | 0.000 | 0.106 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.391 | 0.471 | 0.216 | 0.459 | 0.316 | 0.447 | 0.000 | 0.548 | 0.229 | 0.158 | 0.000 | 0.000 | 0.000 | 0.632 | 0.447 | 0.548 | 0.000 | 0.354 | 0.408 | 0.333 | 0.000 | 0.316 | 0.000 | 0.000 |
| PlatformHaveWorkedWith | 0.311 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.224 | 0.324 | 0.000 | 0.348 | 0.000 | 1.000 | 0.000 | 0.351 | 0.000 | 0.000 | 0.000 | 0.200 | 0.406 | 0.437 | 1.000 | 0.849 | 0.471 | 0.306 | 1.000 | 0.357 | 0.000 | 0.559 | 0.657 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.271 | 0.193 | 0.477 | 1.000 | 0.000 | 0.000 | 0.000 | 0.345 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.354 | 1.000 | 0.000 | 0.100 | 0.590 | 0.000 | 0.000 | 0.000 | 0.000 | 0.323 | 0.000 | 0.000 | 0.000 | 0.086 | 0.000 | 0.000 | 0.540 | 0.177 | 0.000 | 0.577 | 0.000 | 0.000 | 0.063 | 0.107 | 0.000 | 0.000 | 0.246 |
| PlatformWantToWorkWith | 0.000 | 0.375 | 0.525 | 0.183 | 0.707 | 0.707 | 0.241 | 0.000 | 0.000 | 0.222 | 0.000 | 0.360 | 1.000 | 0.354 | 0.625 | 0.000 | 0.000 | 0.000 | 0.617 | 0.546 | 0.329 | 1.000 | 1.000 | 0.717 | 1.000 | 0.357 | 1.000 | 0.000 | 1.000 | 0.000 | 1.000 | 0.395 | 0.391 | 0.000 | 0.326 | 0.565 | 0.317 | 0.160 | 0.000 | 0.186 | 0.000 | 0.606 | 0.519 | 0.000 | 0.498 | 0.327 | 0.000 | 0.282 | 0.000 | 0.000 | 0.594 | 1.000 | 0.000 | 0.374 | 1.000 | 0.000 | 0.000 | 0.632 | 0.000 | 0.289 | 0.000 | 0.000 | 0.000 | 0.289 | 0.000 | 0.000 | 0.000 | 0.289 | 1.000 | 0.000 | 0.354 | 1.000 | 0.000 | 0.000 | 0.632 | 0.334 | 0.000 |
| WebframeHaveWorkedWith | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.153 | 0.000 | 0.000 | 0.540 | 0.208 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.195 | 0.000 | 1.000 | 1.000 | 1.000 | 0.000 | 0.414 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.270 | 0.358 | 0.412 | 0.000 | 0.000 | 0.000 | 0.146 | 0.000 | 0.316 | 0.369 | 1.000 | 1.000 | 0.000 | 0.386 | 0.000 | 0.000 | 0.000 | 0.316 | 0.378 | 0.000 | 0.155 | 0.322 | 0.316 | 0.430 | 0.320 | 0.000 | 0.275 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.322 | 0.000 |
| WebframeWantToWorkWith | 0.335 | 0.249 | 1.000 | 1.000 | 1.000 | 1.000 | 0.277 | 0.000 | 1.000 | 1.000 | 0.000 | 0.340 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 | 0.563 | 1.000 | 1.000 | 1.000 | 0.000 | 0.170 | 0.000 | 0.559 | 1.000 | 0.000 | 1.000 | 0.165 | 1.000 | 0.126 | 1.000 | 0.000 | 0.475 | 0.390 | 0.213 | 0.277 | 0.519 | 0.210 | 0.000 | 0.461 | 0.285 | 0.000 | 0.340 | 0.128 | 0.000 | 1.000 | 0.392 | 0.000 | 0.283 | 1.000 | 0.000 | 0.000 | 0.204 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.283 | 0.196 |
| MiscTechHaveWorkedWith | 0.000 | 0.000 | 0.000 | 0.000 | 0.333 | 0.000 | 0.626 | 0.000 | 0.000 | 0.327 | 0.208 | 0.000 | 1.000 | 1.000 | 0.488 | 0.239 | 0.034 | 0.537 | 0.000 | 0.000 | 0.000 | 1.000 | 0.808 | 0.367 | 0.329 | 0.657 | 0.000 | 0.270 | 0.165 | 1.000 | 0.555 | 0.438 | 0.381 | 0.659 | 0.000 | 0.465 | 0.430 | 0.000 | 0.000 | 0.261 | 0.258 | 0.108 | 0.000 | 0.000 | 0.279 | 0.371 | 0.626 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.447 | 0.000 | 0.000 | 0.000 | 0.408 | 0.373 | 0.000 | 0.000 | 0.548 | 0.480 | 0.351 | 0.000 | 0.333 | 0.000 | 0.335 | 0.000 | 0.000 | 0.000 | 0.326 | 0.438 |
| MiscTechWantToWorkWith | 0.361 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.358 | 0.559 | 0.213 | 0.000 | 0.000 | 0.000 | 1.000 | 0.250 | 0.000 | 0.312 | 0.326 | 0.405 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.425 | 0.716 | 1.000 | 1.000 | 0.358 | 1.000 | 0.555 | 1.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.433 | 0.477 | 0.000 | 0.000 | 0.500 | 1.000 | 0.000 | 0.210 | 0.236 | 0.000 | 0.000 | 0.542 | 0.000 | 0.077 | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 | 1.000 | 0.427 | 0.000 | 1.000 | 0.500 | 0.217 | 0.000 | 0.000 | 0.000 | 0.217 | 0.000 | 0.500 | 0.280 | 0.500 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.354 | 0.000 | 0.000 |
| ToolsTechHaveWorkedWith | 0.000 | 0.000 | 0.375 | 0.441 | 0.577 | 0.408 | 0.179 | 0.000 | 0.000 | 0.191 | 0.000 | 0.387 | 0.209 | 1.000 | 0.184 | 0.320 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.329 | 0.255 | 0.000 | 0.395 | 0.412 | 0.126 | 0.438 | 0.000 | 1.000 | 0.404 | 0.000 | 0.204 | 0.000 | 0.000 | 0.000 | 0.295 | 0.000 | 0.000 | 0.090 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.066 | 0.000 | 0.000 | 0.375 | 0.000 | 0.000 | 0.320 | 0.346 | 0.000 | 0.000 | 0.289 | 0.000 | 0.000 | 0.000 | 0.000 | 0.079 | 0.500 | 0.000 | 0.000 | 0.000 | 0.408 | 0.500 | 0.000 | 0.577 | 1.000 | 1.000 | 0.000 | 0.289 | 0.000 | 0.000 |
| ToolsTechWantToWorkWith | 0.199 | 0.407 | 0.245 | 0.355 | 0.456 | 0.364 | 0.317 | 0.000 | 0.000 | 0.000 | 0.000 | 0.335 | 0.000 | 0.231 | 0.512 | 0.000 | 0.265 | 0.281 | 0.000 | 0.292 | 0.356 | 1.000 | 1.000 | 0.169 | 0.000 | 0.000 | 0.391 | 0.000 | 1.000 | 0.381 | 0.000 | 0.404 | 1.000 | 0.000 | 0.159 | 0.000 | 0.318 | 0.318 | 0.279 | 0.000 | 0.177 | 0.300 | 0.196 | 0.000 | 0.237 | 0.323 | 0.000 | 0.000 | 0.000 | 0.000 | 0.674 | 0.659 | 0.236 | 0.000 | 0.307 | 0.455 | 0.000 | 0.603 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.471 | 0.000 | 0.000 | 0.000 | 0.000 | 0.421 | 0.000 | 0.334 | 0.000 | 0.000 | 0.333 | 0.000 |
| NEWCollabToolsHaveWorkedWith | 0.000 | 0.000 | 0.000 | 0.000 | 0.098 | 0.000 | 0.332 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.181 | 0.000 | 0.000 | 0.292 | 0.187 | 0.282 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.659 | 1.000 | 0.000 | 0.000 | 1.000 | 0.647 | 0.400 | 0.144 | 0.000 | 0.211 | 0.255 | 0.346 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.066 | 0.000 | 0.000 | 0.447 | 0.000 | 0.104 | 0.365 | 0.220 | 0.041 | 0.000 | 0.186 | 0.242 | 0.000 | 0.000 | 0.447 | 0.375 | 0.226 | 0.000 | 0.401 | 0.000 | 0.000 | 0.000 | 0.028 | 0.000 | 0.000 | 0.264 |
| NEWCollabToolsWantToWorkWith | 0.000 | 0.113 | 0.374 | 0.364 | 0.446 | 0.343 | 0.000 | 0.000 | 0.000 | 0.000 | 0.212 | 0.207 | 1.000 | 0.000 | 0.277 | 0.000 | 0.000 | 0.109 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.326 | 0.000 | 0.475 | 0.000 | 0.000 | 0.204 | 0.159 | 0.647 | 1.000 | 0.256 | 0.386 | 0.142 | 0.088 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.413 | 0.000 | 0.000 | 0.084 | 0.000 | 0.173 | 0.000 | 0.000 | 0.000 | 0.000 | 0.203 | 0.000 | 0.369 | 0.522 | 0.304 | 0.000 | 0.267 | 0.363 | 0.217 | 0.000 | 0.275 | 0.451 | 0.226 | 0.191 | 0.000 | 0.361 | 0.000 | 0.000 | 0.426 | 0.209 | 0.000 | 0.000 | 0.324 |
| OpSysProfessional use | 0.149 | 0.000 | 0.000 | 0.000 | 0.227 | 0.293 | 0.495 | 0.000 | 0.135 | 0.325 | 0.218 | 0.221 | 0.147 | 0.000 | 0.274 | 0.000 | 0.000 | 0.000 | 0.322 | 0.000 | 0.287 | 1.000 | 0.000 | 0.177 | 0.228 | 0.000 | 0.565 | 0.146 | 0.390 | 0.465 | 0.433 | 0.000 | 0.000 | 0.400 | 0.256 | 1.000 | 0.425 | 0.000 | 0.488 | 0.284 | 0.288 | 0.165 | 0.190 | 0.000 | 0.000 | 0.275 | 0.000 | 0.155 | 0.000 | 0.000 | 0.000 | 0.269 | 0.000 | 0.000 | 0.212 | 0.000 | 0.000 | 0.832 | 0.245 | 0.000 | 0.000 | 0.343 | 0.385 | 0.000 | 0.038 | 0.483 | 0.000 | 0.470 | 0.298 | 0.270 | 0.000 | 0.285 | 0.000 | 0.000 | 0.391 | 0.000 | 0.000 |
| OpSysPersonal use | 0.000 | 0.000 | 0.156 | 0.000 | 0.455 | 0.060 | 0.227 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.408 | 0.432 | 0.000 | 0.000 | 0.147 | 0.000 | 0.000 | 0.100 | 0.000 | 0.412 | 0.000 | 0.224 | 0.000 | 0.317 | 0.000 | 0.213 | 0.430 | 0.477 | 0.000 | 0.318 | 0.144 | 0.386 | 0.425 | 1.000 | 0.224 | 0.000 | 0.000 | 0.290 | 0.000 | 0.000 | 0.080 | 0.299 | 0.000 | 0.000 | 0.236 | 0.399 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.473 | 0.894 | 0.225 | 0.000 | 0.146 | 0.493 | 0.457 | 0.000 | 0.000 | 0.486 | 0.139 | 0.208 | 0.000 | 0.362 | 0.459 | 0.000 | 0.057 | 0.000 | 0.000 | 0.000 | 0.632 |
| VersionControlSystem | 0.235 | 0.474 | 0.288 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.360 | 0.311 | 1.000 | 0.387 | 0.000 | 0.298 | 0.254 | 0.000 | 0.000 | 0.000 | 0.302 | 0.309 | 0.158 | 0.000 | 0.271 | 0.160 | 0.316 | 0.277 | 0.000 | 0.000 | 0.000 | 0.318 | 0.000 | 0.142 | 0.000 | 0.224 | 1.000 | 0.448 | 0.442 | 0.000 | 0.000 | 0.440 | 0.113 | 0.150 | 0.300 | 0.000 | 0.104 | 0.000 | 0.196 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.440 | 0.224 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.207 | 0.000 |
| VCInteraction | 0.173 | 0.422 | 0.350 | 0.000 | 0.000 | 0.127 | 0.335 | 0.000 | 0.000 | 0.167 | 0.000 | 0.000 | 0.483 | 0.102 | 0.000 | 0.000 | 0.272 | 0.000 | 0.199 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.193 | 0.000 | 0.369 | 0.519 | 0.000 | 0.000 | 0.295 | 0.279 | 0.211 | 0.088 | 0.488 | 0.000 | 0.448 | 1.000 | 0.321 | 0.155 | 0.394 | 0.153 | 0.000 | 0.000 | 0.000 | 0.194 | 0.000 | 0.061 | 0.225 | 0.474 | 0.610 | 0.000 | 0.000 | 0.344 | 0.000 | 0.000 | 0.775 | 0.125 | 0.384 | 0.000 | 0.000 | 0.000 | 0.299 | 0.105 | 0.469 | 0.201 | 0.441 | 0.000 | 0.208 | 0.129 | 0.417 | 0.069 | 0.369 | 0.309 | 0.000 | 0.000 |
| OfficeStackAsyncHaveWorkedWith | 0.000 | 0.204 | 0.000 | 0.382 | 0.000 | 0.563 | 0.000 | 0.665 | 0.000 | 0.477 | 0.456 | 0.000 | 0.000 | 1.000 | 0.167 | 0.194 | 0.480 | 0.000 | 0.498 | 0.420 | 0.572 | 1.000 | 1.000 | 0.459 | 0.523 | 0.477 | 0.186 | 1.000 | 0.210 | 0.261 | 0.500 | 0.000 | 0.000 | 0.255 | 0.000 | 0.284 | 0.000 | 0.442 | 0.321 | 1.000 | 0.594 | 0.000 | 0.000 | 0.000 | 0.000 | 0.315 | 0.000 | 0.137 | 0.000 | 0.245 | 0.000 | 0.000 | 0.271 | 0.000 | 0.232 | 0.410 | 0.127 | 0.000 | 0.000 | 0.364 | 0.362 | 0.000 | 0.289 | 0.398 | 0.000 | 0.000 | 0.171 | 0.000 | 0.402 | 0.000 | 0.000 | 0.612 | 0.379 | 0.620 | 0.000 | 0.440 | 0.000 |
| OfficeStackAsyncWantToWorkWith | 0.000 | 0.182 | 0.242 | 0.408 | 0.246 | 0.153 | 0.707 | 0.627 | 0.000 | 0.573 | 0.334 | 0.000 | 1.000 | 1.000 | 0.332 | 0.189 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 0.000 | 1.000 | 0.000 | 0.258 | 1.000 | 0.000 | 0.177 | 0.346 | 0.000 | 0.288 | 0.290 | 0.000 | 0.155 | 0.594 | 1.000 | 0.082 | 0.000 | 0.323 | 0.000 | 0.000 | 0.131 | 0.000 | 0.103 | 0.294 | 0.000 | 1.000 | 0.178 | 0.000 | 0.000 | 0.000 | 0.000 | 0.500 | 0.535 | 0.231 | 0.000 | 0.401 | 0.491 | 0.000 | 0.000 | 0.231 | 0.000 | 0.246 | 0.000 | 0.000 | 0.293 | 0.378 | 0.378 | 0.000 | 0.125 | 0.580 | 0.000 |
| OfficeStackSyncHaveWorkedWith | 0.174 | 0.181 | 0.171 | 0.000 | 0.000 | 0.315 | 0.399 | 0.383 | 0.519 | 0.372 | 0.245 | 0.000 | 0.328 | 0.488 | 0.307 | 0.000 | 0.000 | 0.301 | 0.203 | 0.403 | 0.000 | 1.000 | 0.312 | 0.062 | 0.000 | 0.000 | 0.606 | 0.000 | 0.461 | 0.108 | 0.000 | 0.090 | 0.300 | 0.000 | 0.000 | 0.165 | 0.000 | 0.000 | 0.394 | 0.000 | 0.082 | 1.000 | 0.660 | 0.192 | 0.115 | 0.318 | 0.213 | 0.171 | 0.054 | 0.199 | 0.690 | 0.828 | 0.261 | 0.277 | 0.000 | 0.185 | 0.000 | 0.707 | 0.000 | 0.294 | 0.096 | 0.000 | 0.000 | 0.000 | 0.430 | 0.092 | 0.000 | 0.000 | 0.000 | 0.000 | 0.287 | 0.382 | 0.102 | 0.000 | 0.000 | 0.404 | 0.247 |
| OfficeStackSyncWantToWorkWith | 0.000 | 0.000 | 0.141 | 0.000 | 0.000 | 0.356 | 0.386 | 0.330 | 0.545 | 0.000 | 0.000 | 0.000 | 1.000 | 0.316 | 0.365 | 0.284 | 0.189 | 0.381 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.519 | 0.386 | 0.285 | 0.000 | 0.210 | 0.000 | 0.196 | 0.000 | 0.000 | 0.190 | 0.000 | 0.440 | 0.153 | 0.000 | 0.000 | 0.660 | 1.000 | 0.160 | 0.131 | 0.000 | 0.000 | 0.090 | 0.000 | 0.426 | 0.709 | 0.866 | 0.368 | 0.556 | 0.243 | 0.281 | 0.000 | 0.000 | 0.000 | 0.361 | 0.564 | 0.365 | 0.000 | 0.000 | 0.472 | 0.000 | 0.212 | 0.000 | 0.435 | 0.170 | 0.507 | 0.000 | 0.613 | 0.000 | 0.000 | 0.000 | 0.075 |
| Blockchain | 0.116 | 0.000 | 0.020 | 0.000 | 0.232 | 0.000 | 0.000 | 0.339 | 0.396 | 0.000 | 0.231 | 0.163 | 0.408 | 0.395 | 0.102 | 0.210 | 0.229 | 0.000 | 0.293 | 0.000 | 0.000 | 0.000 | 0.186 | 0.144 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.236 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.080 | 0.113 | 0.000 | 0.000 | 0.323 | 0.192 | 0.160 | 1.000 | 0.000 | 0.213 | 0.301 | 0.061 | 0.000 | 0.161 | 0.164 | 0.162 | 0.218 | 0.202 | 0.000 | 0.201 | 0.306 | 0.548 | 0.000 | 0.000 | 0.321 | 0.315 | 0.253 | 0.000 | 0.000 | 0.204 | 0.000 | 0.338 | 0.170 | 0.000 | 0.000 | 0.405 | 0.000 | 0.000 | 0.569 | 0.000 | 0.000 |
| NEWSOSites | 0.275 | 0.000 | 0.238 | 0.077 | 0.000 | 0.254 | 0.049 | 0.000 | 0.000 | 0.000 | 0.000 | 0.167 | 0.000 | 0.000 | 0.275 | 0.279 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.309 | 0.000 | 0.112 | 0.345 | 0.498 | 0.000 | 0.340 | 0.279 | 0.000 | 0.000 | 0.237 | 0.000 | 0.413 | 0.000 | 0.299 | 0.150 | 0.000 | 0.000 | 0.000 | 0.115 | 0.131 | 0.000 | 1.000 | 0.203 | 0.000 | 0.331 | 0.353 | 0.000 | 0.107 | 0.000 | 0.000 | 0.000 | 0.169 | 0.285 | 0.216 | 0.000 | 0.318 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.565 | 0.000 | 0.000 | 0.319 | 0.465 | 0.000 | 0.335 | 0.482 | 0.000 | 0.000 | 0.122 | 0.191 |
| SOVisitFreq | 0.000 | 0.202 | 0.456 | 0.292 | 0.000 | 0.000 | 0.000 | 0.122 | 0.209 | 0.000 | 0.249 | 0.201 | 0.091 | 0.000 | 0.000 | 0.000 | 0.115 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.192 | 0.000 | 0.000 | 0.000 | 0.327 | 0.000 | 0.128 | 0.371 | 0.000 | 0.000 | 0.323 | 0.000 | 0.000 | 0.275 | 0.000 | 0.300 | 0.000 | 0.315 | 0.000 | 0.318 | 0.000 | 0.213 | 0.203 | 1.000 | 0.332 | 0.447 | 0.350 | 0.098 | 0.000 | 0.000 | 0.071 | 0.000 | 0.313 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.062 | 0.058 | 0.000 | 0.075 | 0.327 | 0.094 | 0.104 | 0.000 | 0.000 | 0.000 | 0.337 | 0.268 | 0.000 |
| SOAccount | 0.000 | 0.000 | 0.000 | 0.101 | 0.000 | 0.000 | 0.362 | 0.000 | 0.172 | 0.000 | 0.308 | 0.288 | 0.254 | 0.471 | 0.000 | 0.000 | 0.212 | 0.109 | 0.000 | 0.000 | 0.000 | 0.213 | 0.000 | 0.000 | 0.106 | 0.000 | 0.000 | 0.316 | 0.000 | 0.626 | 0.542 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.194 | 0.000 | 0.131 | 0.213 | 0.000 | 0.301 | 0.000 | 0.332 | 1.000 | 1.000 | 0.298 | 0.000 | 0.420 | 0.174 | 0.398 | 0.260 | 0.000 | 0.338 | 0.105 | 0.000 | 0.226 | 0.000 | 0.694 | 0.077 | 0.228 | 0.000 | 0.000 | 0.000 | 0.701 | 0.000 | 0.000 | 0.206 | 0.000 | 0.463 | 0.000 | 0.208 | 0.000 | 0.000 | 0.000 |
| SOPartFreq | 0.000 | 0.062 | 0.000 | 0.249 | 0.000 | 0.000 | 0.082 | 0.259 | 0.000 | 0.143 | 0.224 | 0.000 | 0.178 | 0.000 | 0.000 | 0.000 | 0.000 | 0.119 | 0.000 | 0.137 | 0.351 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.282 | 0.378 | 1.000 | 0.000 | 0.000 | 0.066 | 0.000 | 0.000 | 0.084 | 0.155 | 0.236 | 0.104 | 0.000 | 0.137 | 0.000 | 0.171 | 0.090 | 0.061 | 0.331 | 0.447 | 1.000 | 1.000 | 0.354 | 0.000 | 0.020 | 0.000 | 0.102 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.276 | 0.000 | 0.491 | 0.178 | 0.371 | 0.247 | 0.274 | 0.000 | 0.000 | 0.000 | 0.498 | 0.000 | 0.529 | 0.232 | 0.542 | 0.000 | 0.139 | 0.000 | 0.137 |
| SOComm | 0.217 | 0.099 | 0.206 | 0.279 | 0.122 | 0.000 | 0.103 | 0.164 | 0.119 | 0.153 | 0.000 | 0.243 | 0.000 | 0.000 | 0.000 | 0.199 | 0.032 | 0.379 | 0.008 | 0.000 | 0.000 | 0.000 | 0.158 | 0.271 | 0.000 | 0.000 | 0.000 | 0.000 | 0.392 | 0.000 | 0.077 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.399 | 0.000 | 0.061 | 0.000 | 0.103 | 0.054 | 0.000 | 0.000 | 0.353 | 0.350 | 0.298 | 0.354 | 1.000 | 0.009 | 0.193 | 0.000 | 0.399 | 0.000 | 0.000 | 0.153 | 0.000 | 0.000 | 0.305 | 0.440 | 0.163 | 0.000 | 0.000 | 0.000 | 0.164 | 0.586 | 0.208 | 0.000 | 0.260 | 0.389 | 0.000 | 0.226 | 0.000 | 0.377 | 0.000 | 0.170 | 0.708 |
| Age | 0.000 | 0.526 | 0.685 | 0.184 | 0.483 | 0.414 | 0.341 | 0.375 | 0.367 | 0.071 | 0.316 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.231 | 0.191 | 0.000 | 0.089 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.155 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.173 | 0.000 | 0.000 | 0.196 | 0.225 | 0.245 | 0.294 | 0.199 | 0.426 | 0.161 | 0.000 | 0.098 | 0.000 | 0.000 | 0.009 | 1.000 | 0.000 | 0.087 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.099 | 0.280 | 0.104 | 0.322 | 0.000 | 0.440 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.163 | 0.000 | 0.000 | 0.000 | 0.740 | 0.000 | 0.000 |
| Gender | 0.096 | 0.000 | 0.196 | 0.102 | 0.000 | 0.000 | 0.292 | 0.158 | 0.383 | 0.000 | 0.000 | 0.127 | 0.316 | 0.500 | 0.432 | 0.592 | 0.000 | 0.000 | 0.210 | 0.357 | 0.040 | 1.000 | 0.316 | 0.569 | 0.000 | 0.354 | 0.594 | 0.322 | 0.283 | 1.000 | 1.000 | 0.375 | 0.674 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.474 | 0.000 | 0.000 | 0.690 | 0.709 | 0.164 | 0.107 | 0.000 | 0.420 | 0.020 | 0.193 | 0.000 | 1.000 | 0.852 | 0.739 | 0.572 | 0.445 | 0.331 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.158 | 0.000 | 0.395 | 0.183 | 0.000 | 0.446 | 0.622 | 0.389 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Trans | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.296 | 0.082 | 0.514 | 0.000 | 0.000 | 0.000 | 0.183 | 1.000 | 0.632 | 1.000 | 1.000 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 0.224 | 0.561 | 0.000 | 1.000 | 1.000 | 0.316 | 1.000 | 1.000 | 1.000 | 0.000 | 0.659 | 0.066 | 0.000 | 0.269 | 0.000 | 0.000 | 0.610 | 0.000 | 1.000 | 0.828 | 0.866 | 0.162 | 0.000 | 0.000 | 0.174 | 0.000 | 0.000 | 0.087 | 0.852 | 1.000 | 0.608 | 0.721 | 0.455 | 0.632 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.078 | 0.000 |
| Sexuality | 0.086 | 0.000 | 0.000 | 0.327 | 0.144 | 0.000 | 0.421 | 0.546 | 0.398 | 0.000 | 0.162 | 0.353 | 0.230 | 0.234 | 0.000 | 0.561 | 0.186 | 0.442 | 0.224 | 0.000 | 0.000 | 1.000 | 0.397 | 0.490 | 0.000 | 0.000 | 0.000 | 0.430 | 0.000 | 0.000 | 0.000 | 0.000 | 0.236 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.271 | 0.178 | 0.261 | 0.368 | 0.218 | 0.000 | 0.071 | 0.398 | 0.102 | 0.399 | 0.000 | 0.739 | 0.608 | 1.000 | 0.399 | 0.666 | 0.492 | 0.121 | 0.000 | 0.238 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.729 | 0.000 | 0.000 | 0.000 | 0.583 | 0.000 | 0.463 | 0.132 | 0.078 | 0.000 | 0.000 | 0.000 |
| Ethnicity | 0.145 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.275 | 0.259 | 0.280 | 0.203 | 0.000 | 0.371 | 0.000 | 0.427 | 0.295 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.259 | 0.160 | 0.391 | 0.100 | 0.374 | 0.320 | 0.000 | 0.000 | 0.000 | 0.320 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.277 | 0.556 | 0.202 | 0.000 | 0.000 | 0.260 | 0.000 | 0.000 | 0.000 | 0.572 | 0.721 | 0.399 | 1.000 | 0.174 | 0.302 | 0.000 | 0.000 | 0.000 | 0.161 | 0.000 | 0.000 | 0.000 | 0.368 | 0.000 | 0.000 | 0.000 | 0.000 | 0.088 | 0.000 | 0.000 | 0.000 | 0.257 | 0.127 | 0.000 | 0.000 | 0.000 |
| Accessibility | 0.252 | 0.000 | 0.000 | 0.408 | 0.000 | 0.000 | 0.000 | 0.218 | 0.000 | 0.000 | 0.000 | 0.274 | 0.189 | 1.000 | 0.000 | 0.866 | 0.109 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.229 | 0.559 | 0.471 | 0.590 | 1.000 | 0.000 | 0.204 | 1.000 | 1.000 | 0.346 | 0.307 | 0.447 | 0.203 | 0.212 | 0.000 | 0.000 | 0.344 | 0.232 | 0.000 | 0.000 | 0.243 | 0.000 | 0.169 | 0.313 | 0.000 | 0.000 | 0.000 | 0.000 | 0.445 | 0.455 | 0.666 | 0.174 | 1.000 | 0.700 | 0.000 | 0.000 | 0.000 | 0.177 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.935 | 0.250 | 0.194 | 0.354 | 0.901 | 0.000 | 0.447 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| MentalHealth | 0.042 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.279 | 0.355 | 0.234 | 0.000 | 0.000 | 0.295 | 1.000 | 0.000 | 0.000 | 0.333 | 0.327 | 0.324 | 0.000 | 0.000 | 0.000 | 1.000 | 0.303 | 0.409 | 0.216 | 0.000 | 0.000 | 0.275 | 0.000 | 0.000 | 0.427 | 0.000 | 0.455 | 0.000 | 0.000 | 0.000 | 0.000 | 0.440 | 0.000 | 0.410 | 0.000 | 0.185 | 0.281 | 0.201 | 0.285 | 0.000 | 0.338 | 0.000 | 0.153 | 0.000 | 0.331 | 0.632 | 0.492 | 0.302 | 0.700 | 1.000 | 0.000 | 0.886 | 0.000 | 0.000 | 0.245 | 0.000 | 0.000 | 0.000 | 0.161 | 0.732 | 0.206 | 0.342 | 0.172 | 0.385 | 0.298 | 0.411 | 0.325 | 0.000 | 0.000 | 0.172 | 0.193 |
| TBranch | 0.510 | 0.000 | 0.000 | 0.000 | 1.000 | 0.024 | 0.106 | 0.203 | 0.262 | 0.000 | 0.000 | 0.000 | 0.224 | 0.577 | 0.000 | 0.000 | 0.000 | 0.000 | 0.289 | 0.168 | 0.000 | 0.000 | 0.196 | 0.337 | 0.459 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.104 | 0.369 | 0.000 | 0.473 | 0.224 | 0.000 | 0.127 | 0.000 | 0.000 | 0.000 | 0.306 | 0.216 | 0.000 | 0.105 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.121 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 | 0.233 |
| ICorPM | 0.000 | 0.000 | 0.856 | 0.734 | 0.211 | 0.961 | 0.410 | 0.333 | 0.000 | 0.775 | 0.000 | 0.258 | 0.333 | 1.000 | 0.577 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.267 | 0.392 | 0.316 | 0.000 | 0.632 | 1.000 | 1.000 | 0.447 | 1.000 | 0.289 | 0.603 | 0.365 | 0.522 | 0.832 | 0.894 | 1.000 | 0.775 | 0.000 | 0.500 | 0.707 | 0.000 | 0.548 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.886 | 1.000 | 1.000 | 0.289 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.931 | 0.211 | 0.606 | 0.000 | 0.211 | 0.894 | 0.378 | 0.000 | 0.000 | 0.000 | 0.606 | 0.000 |
| Knowledge_1 | 0.000 | 0.000 | 0.209 | 0.000 | 0.000 | 0.166 | 0.194 | 0.000 | 0.000 | 0.205 | 0.309 | 0.354 | 0.000 | 0.000 | 0.000 | 0.440 | 0.052 | 0.113 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.447 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.500 | 0.000 | 0.000 | 0.220 | 0.304 | 0.245 | 0.225 | 1.000 | 0.125 | 0.000 | 0.535 | 0.000 | 0.000 | 0.000 | 0.318 | 0.000 | 0.226 | 0.276 | 0.305 | 0.000 | 0.000 | 1.000 | 0.238 | 0.000 | 0.000 | 0.000 | 1.000 | 0.289 | 1.000 | 0.000 | 0.122 | 0.000 | 0.280 | 0.000 | 0.000 | 0.327 | 0.000 | 0.000 | 0.134 | 0.000 | 0.038 | 0.000 | 0.000 | 0.466 | 0.000 | 0.000 | 0.000 |
| Knowledge_2 | 0.478 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.275 | 0.497 | 0.216 | 0.000 | 0.073 | 0.229 | 0.000 | 0.000 | 0.000 | 0.000 | 0.342 | 0.000 | 0.088 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.323 | 0.289 | 1.000 | 1.000 | 0.000 | 0.217 | 0.000 | 0.000 | 0.041 | 0.000 | 0.000 | 0.000 | 1.000 | 0.384 | 0.364 | 0.231 | 0.294 | 0.361 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.440 | 0.099 | 0.000 | 1.000 | 0.000 | 0.161 | 0.177 | 0.000 | 1.000 | 0.000 | 0.000 | 1.000 | 0.258 | 0.000 | 0.000 | 0.359 | 0.507 | 0.000 | 0.173 | 0.301 | 0.000 | 0.324 | 0.000 | 0.234 | 0.229 | 0.513 | 0.000 | 0.000 | 0.000 |
| Knowledge_3 | 0.000 | 0.000 | 0.000 | 0.487 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.235 | 0.548 | 0.816 | 0.000 | 0.360 | 0.389 | 0.303 | 0.000 | 0.000 | 0.231 | 1.000 | 0.000 | 0.000 | 0.548 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.267 | 0.000 | 0.146 | 1.000 | 0.000 | 0.362 | 0.000 | 0.096 | 0.564 | 0.321 | 0.000 | 0.000 | 0.694 | 0.491 | 0.163 | 0.280 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.245 | 1.000 | 0.000 | 0.122 | 0.258 | 1.000 | 0.499 | 0.469 | 0.000 | 0.611 | 0.000 | 0.397 | 0.000 | 0.000 | 0.316 | 0.000 | 0.349 | 0.000 | 0.290 | 0.259 | 0.000 | 0.000 |
| Knowledge_4 | 0.000 | 0.000 | 0.000 | 0.339 | 0.298 | 0.000 | 0.000 | 0.014 | 0.000 | 0.178 | 0.000 | 0.000 | 0.548 | 0.816 | 0.000 | 0.298 | 0.000 | 0.000 | 0.000 | 0.000 | 0.535 | 1.000 | 0.000 | 0.000 | 0.229 | 0.000 | 0.000 | 1.000 | 1.000 | 0.408 | 0.000 | 0.000 | 0.000 | 0.186 | 0.363 | 0.343 | 0.493 | 1.000 | 0.000 | 0.000 | 0.401 | 0.000 | 0.365 | 0.315 | 0.000 | 0.000 | 0.077 | 0.178 | 0.000 | 0.104 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.499 | 1.000 | 0.726 | 0.000 | 0.143 | 0.000 | 0.000 | 0.000 | 0.168 | 0.123 | 0.126 | 0.000 | 0.000 | 0.135 | 0.000 | 0.000 | 0.000 |
| Knowledge_5 | 0.000 | 0.000 | 0.342 | 0.266 | 0.218 | 0.000 | 0.000 | 0.126 | 0.000 | 0.418 | 0.000 | 0.000 | 0.082 | 0.000 | 0.000 | 0.363 | 0.000 | 0.286 | 0.000 | 0.000 | 0.499 | 1.000 | 0.000 | 0.000 | 0.158 | 0.000 | 0.000 | 1.000 | 1.000 | 0.373 | 0.000 | 0.079 | 0.000 | 0.242 | 0.217 | 0.385 | 0.457 | 1.000 | 0.000 | 0.289 | 0.491 | 0.000 | 0.000 | 0.253 | 0.000 | 0.000 | 0.228 | 0.371 | 0.000 | 0.322 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.280 | 0.000 | 0.469 | 0.726 | 1.000 | 0.000 | 0.000 | 0.399 | 0.000 | 0.000 | 0.014 | 0.139 | 0.000 | 0.000 | 0.206 | 0.438 | 0.203 | 0.000 | 0.000 |
| Knowledge_6 | 0.215 | 0.069 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.179 | 0.000 | 0.000 | 0.548 | 0.000 | 0.154 | 0.000 | 0.254 | 0.277 | 0.173 | 0.313 | 0.000 | 1.000 | 0.000 | 0.500 | 0.000 | 0.086 | 0.289 | 1.000 | 1.000 | 0.000 | 0.217 | 0.500 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.299 | 0.398 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.247 | 0.000 | 0.000 | 0.158 | 1.000 | 0.000 | 0.368 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.359 | 0.000 | 0.000 | 0.000 | 1.000 | 0.046 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.238 | 0.325 | 0.000 | 0.000 | 0.000 | 0.000 | 0.462 |
| Knowledge_7 | 0.213 | 0.000 | 0.174 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.433 | 0.548 | 0.000 | 0.000 | 0.000 | 0.088 | 0.501 | 0.000 | 0.118 | 0.090 | 1.000 | 0.000 | 0.289 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.275 | 0.038 | 0.000 | 1.000 | 0.105 | 0.000 | 0.000 | 0.430 | 0.472 | 0.000 | 0.000 | 0.062 | 0.000 | 0.274 | 0.164 | 0.440 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.161 | 1.000 | 0.000 | 0.000 | 0.507 | 0.611 | 0.143 | 0.000 | 0.046 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.222 | 0.000 | 0.389 | 0.000 | 0.075 | 0.569 | 0.000 | 0.000 |
| Frequency_1 | 0.266 | 0.000 | 0.429 | 0.679 | 0.254 | 0.601 | 0.935 | 0.189 | 0.000 | 0.408 | 0.000 | 0.433 | 0.000 | 0.577 | 0.000 | 0.398 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.365 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.548 | 0.500 | 0.000 | 0.471 | 0.447 | 0.451 | 0.483 | 0.486 | 1.000 | 0.469 | 0.000 | 0.231 | 0.092 | 0.000 | 0.204 | 0.565 | 0.058 | 0.000 | 0.000 | 0.586 | 0.000 | 0.395 | 1.000 | 0.729 | 0.000 | 0.935 | 0.732 | 1.000 | 0.931 | 0.327 | 0.000 | 0.000 | 0.000 | 0.399 | 0.000 | 0.000 | 1.000 | 0.298 | 0.397 | 0.000 | 0.534 | 0.000 | 0.480 | 0.000 | 0.000 | 0.245 | 0.297 | 0.000 |
| Frequency_2 | 0.000 | 0.000 | 0.000 | 0.463 | 0.000 | 0.000 | 0.250 | 0.000 | 0.000 | 0.000 | 0.000 | 0.118 | 0.548 | 0.577 | 0.000 | 0.469 | 0.278 | 0.000 | 0.000 | 0.000 | 0.081 | 1.000 | 0.516 | 0.000 | 0.632 | 0.540 | 0.000 | 1.000 | 1.000 | 0.480 | 0.280 | 0.000 | 0.000 | 0.375 | 0.226 | 0.000 | 0.139 | 1.000 | 0.201 | 0.171 | 0.000 | 0.000 | 0.212 | 0.000 | 0.000 | 0.000 | 0.701 | 0.000 | 0.208 | 0.000 | 0.183 | 1.000 | 0.000 | 0.000 | 0.250 | 0.206 | 1.000 | 0.211 | 0.000 | 0.173 | 0.397 | 0.000 | 0.000 | 0.000 | 0.000 | 0.298 | 1.000 | 0.380 | 0.000 | 0.368 | 0.153 | 0.222 | 0.000 | 0.000 | 0.107 | 0.476 | 0.000 |
| Frequency_3 | 0.000 | 0.000 | 0.245 | 0.447 | 0.000 | 0.376 | 0.612 | 0.000 | 0.653 | 0.020 | 0.000 | 0.354 | 0.447 | 0.000 | 0.000 | 0.000 | 0.082 | 0.081 | 0.156 | 0.000 | 0.000 | 1.000 | 0.365 | 0.282 | 0.447 | 0.177 | 0.289 | 1.000 | 1.000 | 0.351 | 0.500 | 0.408 | 0.000 | 0.226 | 0.191 | 0.470 | 0.208 | 1.000 | 0.441 | 0.000 | 0.246 | 0.000 | 0.000 | 0.338 | 0.000 | 0.075 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.194 | 0.342 | 1.000 | 0.606 | 0.000 | 0.301 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.397 | 0.380 | 1.000 | 0.097 | 0.629 | 0.000 | 0.291 | 0.000 | 0.000 | 0.544 | 0.000 | 0.000 |
| TimeSearching | 0.000 | 0.250 | 0.275 | 0.000 | 0.000 | 0.146 | 0.000 | 0.464 | 0.000 | 0.349 | 0.000 | 0.000 | 0.000 | 0.000 | 0.349 | 0.369 | 0.000 | 0.000 | 0.679 | 0.475 | 0.140 | 1.000 | 0.000 | 0.260 | 0.548 | 0.000 | 1.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.500 | 0.000 | 0.000 | 0.000 | 0.298 | 0.000 | 1.000 | 0.000 | 0.402 | 0.000 | 0.000 | 0.435 | 0.170 | 0.319 | 0.327 | 0.000 | 0.498 | 0.260 | 0.000 | 0.446 | 1.000 | 0.000 | 0.088 | 0.354 | 0.172 | 1.000 | 0.000 | 0.134 | 0.000 | 0.000 | 0.168 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.097 | 1.000 | 0.000 | 0.608 | 0.000 | 0.366 | 0.000 | 0.245 | 0.444 | 0.000 |
| TimeAnswering | 0.149 | 0.000 | 0.000 | 0.520 | 0.221 | 0.000 | 0.250 | 0.000 | 0.453 | 0.000 | 0.000 | 0.225 | 0.548 | 0.816 | 0.000 | 0.394 | 0.085 | 0.000 | 0.127 | 0.000 | 0.209 | 1.000 | 0.447 | 0.000 | 0.000 | 0.577 | 0.000 | 1.000 | 1.000 | 0.333 | 0.000 | 0.000 | 0.000 | 0.401 | 0.361 | 0.270 | 0.362 | 1.000 | 0.208 | 0.000 | 0.000 | 0.000 | 0.170 | 0.000 | 0.465 | 0.094 | 0.206 | 0.000 | 0.389 | 0.000 | 0.622 | 1.000 | 0.583 | 0.000 | 0.901 | 0.385 | 1.000 | 0.211 | 0.000 | 0.324 | 0.316 | 0.123 | 0.139 | 0.000 | 0.222 | 0.534 | 0.368 | 0.629 | 0.000 | 1.000 | 0.000 | 0.000 | 0.233 | 0.297 | 0.000 | 0.000 | 0.000 |
| Onboarding | 0.000 | 0.412 | 0.390 | 0.309 | 0.310 | 0.254 | 0.500 | 0.462 | 0.000 | 0.000 | 0.000 | 0.000 | 0.548 | 0.000 | 0.405 | 0.000 | 0.000 | 0.000 | 0.000 | 0.238 | 0.000 | 1.000 | 0.000 | 0.168 | 0.354 | 0.000 | 0.354 | 1.000 | 1.000 | 0.000 | 0.000 | 0.577 | 0.421 | 0.000 | 0.000 | 0.000 | 0.459 | 1.000 | 0.129 | 0.000 | 0.293 | 0.287 | 0.507 | 0.000 | 0.000 | 0.104 | 0.000 | 0.529 | 0.000 | 0.163 | 0.389 | 1.000 | 0.000 | 0.000 | 0.000 | 0.298 | 1.000 | 0.894 | 0.038 | 0.000 | 0.000 | 0.126 | 0.000 | 0.238 | 0.000 | 0.000 | 0.153 | 0.000 | 0.608 | 0.000 | 1.000 | 0.000 | 0.501 | 0.000 | 0.277 | 0.479 | 0.099 |
| ProfessionalTech | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.392 | 0.447 | 0.000 | 0.000 | 0.463 | 0.000 | 0.394 | 0.000 | 1.000 | 0.000 | 0.716 | 0.463 | 0.000 | 0.000 | 0.000 | 0.277 | 1.000 | 0.000 | 0.096 | 0.408 | 0.000 | 1.000 | 1.000 | 1.000 | 0.335 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.285 | 0.000 | 1.000 | 0.417 | 0.612 | 0.378 | 0.382 | 0.000 | 0.405 | 0.335 | 0.000 | 0.463 | 0.232 | 0.226 | 0.000 | 0.000 | 1.000 | 0.463 | 0.000 | 0.447 | 0.411 | 1.000 | 0.378 | 0.000 | 0.234 | 0.349 | 0.000 | 0.000 | 0.325 | 0.389 | 0.480 | 0.222 | 0.291 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.165 | 0.000 | 0.000 | 0.447 |
| TrueFalse_1 | 0.000 | 0.192 | 0.241 | 0.284 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.147 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.333 | 0.063 | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 | 1.000 | 0.334 | 0.000 | 0.426 | 0.000 | 0.057 | 1.000 | 0.069 | 0.379 | 0.378 | 0.102 | 0.613 | 0.000 | 0.482 | 0.000 | 0.000 | 0.542 | 0.000 | 0.000 | 0.000 | 1.000 | 0.132 | 0.257 | 0.000 | 0.325 | 1.000 | 0.000 | 0.000 | 0.229 | 0.000 | 0.000 | 0.206 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.366 | 0.233 | 0.501 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| TrueFalse_2 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.269 | 0.000 | 0.249 | 0.000 | 0.000 | 0.000 | 0.577 | 0.000 | 0.000 | 0.466 | 0.380 | 0.411 | 0.000 | 0.000 | 1.000 | 0.258 | 0.101 | 0.000 | 0.107 | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.028 | 0.209 | 0.000 | 0.000 | 1.000 | 0.369 | 0.620 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.208 | 0.000 | 0.377 | 0.000 | 0.000 | 1.000 | 0.078 | 0.127 | 0.000 | 0.000 | 1.000 | 0.000 | 0.466 | 0.513 | 0.290 | 0.135 | 0.438 | 0.000 | 0.075 | 0.000 | 0.000 | 0.000 | 0.000 | 0.297 | 0.000 | 0.165 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
| TrueFalse_3 | 0.367 | 0.000 | 0.532 | 0.189 | 0.549 | 0.295 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.250 | 0.316 | 1.000 | 0.000 | 0.000 | 0.000 | 0.394 | 0.000 | 0.000 | 0.000 | 1.000 | 0.258 | 0.463 | 0.316 | 0.000 | 0.632 | 1.000 | 1.000 | 0.000 | 0.354 | 0.289 | 0.000 | 0.000 | 0.000 | 0.391 | 0.000 | 1.000 | 0.309 | 0.000 | 0.125 | 0.000 | 0.000 | 0.569 | 0.000 | 0.337 | 0.000 | 0.139 | 0.000 | 0.740 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.259 | 0.000 | 0.203 | 0.000 | 0.569 | 0.245 | 0.107 | 0.544 | 0.245 | 0.000 | 0.277 | 0.000 | 0.000 | 0.000 | 1.000 | 0.476 | 0.000 |
| SurveyLength | 0.163 | 0.344 | 0.289 | 0.162 | 0.407 | 0.439 | 0.000 | 0.159 | 0.201 | 0.464 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.416 | 0.356 | 0.245 | 0.216 | 0.000 | 0.491 | 0.000 | 0.000 | 0.334 | 0.322 | 0.283 | 0.326 | 0.000 | 0.000 | 0.333 | 0.000 | 0.000 | 0.000 | 0.000 | 0.207 | 0.000 | 0.440 | 0.580 | 0.404 | 0.000 | 0.000 | 0.122 | 0.268 | 0.000 | 0.000 | 0.170 | 0.000 | 0.000 | 0.078 | 0.000 | 0.000 | 0.000 | 0.172 | 0.000 | 0.606 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.297 | 0.476 | 0.000 | 0.444 | 0.000 | 0.479 | 0.000 | 0.000 | 0.000 | 0.476 | 1.000 | 0.181 |
| SurveyEase | 0.177 | 0.055 | 0.000 | 0.232 | 0.320 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.401 | 0.180 | 0.471 | 0.254 | 0.000 | 0.000 | 0.338 | 0.000 | 0.336 | 0.234 | 0.000 | 0.126 | 0.000 | 0.000 | 0.246 | 0.000 | 0.000 | 0.196 | 0.438 | 0.000 | 0.000 | 0.000 | 0.264 | 0.324 | 0.000 | 0.632 | 0.000 | 0.000 | 0.000 | 0.000 | 0.247 | 0.075 | 0.000 | 0.191 | 0.000 | 0.000 | 0.137 | 0.708 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.193 | 0.233 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.462 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.099 | 0.447 | 0.000 | 0.000 | 0.000 | 0.181 | 1.000 |
| ResponseId | MainBranch | Employment | RemoteWork | CodingActivities | EdLevel | LearnCode | LearnCodeOnline | LearnCodeCoursesCert | YearsCode | YearsCodePro | DevType | OrgSize | PurchaseInfluence | BuyNewTool | Country | Currency | CompTotal | CompFreq | LanguageHaveWorkedWith | LanguageWantToWorkWith | DatabaseHaveWorkedWith | DatabaseWantToWorkWith | PlatformHaveWorkedWith | PlatformWantToWorkWith | WebframeHaveWorkedWith | WebframeWantToWorkWith | MiscTechHaveWorkedWith | MiscTechWantToWorkWith | ToolsTechHaveWorkedWith | ToolsTechWantToWorkWith | NEWCollabToolsHaveWorkedWith | NEWCollabToolsWantToWorkWith | OpSysProfessional use | OpSysPersonal use | VersionControlSystem | VCInteraction | VCHostingPersonal use | VCHostingProfessional use | OfficeStackAsyncHaveWorkedWith | OfficeStackAsyncWantToWorkWith | OfficeStackSyncHaveWorkedWith | OfficeStackSyncWantToWorkWith | Blockchain | NEWSOSites | SOVisitFreq | SOAccount | SOPartFreq | SOComm | Age | Gender | Trans | Sexuality | Ethnicity | Accessibility | MentalHealth | TBranch | ICorPM | WorkExp | Knowledge_1 | Knowledge_2 | Knowledge_3 | Knowledge_4 | Knowledge_5 | Knowledge_6 | Knowledge_7 | Frequency_1 | Frequency_2 | Frequency_3 | TimeSearching | TimeAnswering | Onboarding | ProfessionalTech | TrueFalse_1 | TrueFalse_2 | TrueFalse_3 | SurveyLength | SurveyEase | ConvertedCompYearly | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | None of these | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | 2 | I am a developer by profession | Employed, full-time | Fully remote | Hobby;Contribute to open-source projects | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Canada | CAD\tCanadian dollar | NaN | NaN | JavaScript;TypeScript | Rust;TypeScript | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | macOS | Windows Subsystem for Linux (WSL) | Git | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Very unfavorable | Collectives on Stack Overflow;Stack Overflow for Teams (private knowledge sharing & collaboration platform for companies);Stack Overflow;Stack Exchange | Daily or almost daily | Yes | Daily or almost daily | Not sure | NaN | NaN | NaN | NaN | NaN | NaN | NaN | No | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Too long | Difficult | NaN |
| 2 | 3 | I am not primarily a developer, but I write code sometimes as part of my work | Employed, full-time | Hybrid (some remote, some in-person) | Hobby | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Books / Physical media;Friend or family member;Other online resources (e.g., videos, blogs, forum);School (i.e., University, College, etc) | Technical documentation;Blogs;Programming Games;Written Tutorials;Stack Overflow | NaN | 14.0 | 5.0 | Data scientist or machine learning specialist;Developer, front-end;Engineer, data;Engineer, site reliability | 20 to 99 employees | I have some influence | NaN | United Kingdom of Great Britain and Northern Ireland | GBP\tPound sterling | 32000.0 | Yearly | C#;C++;HTML/CSS;JavaScript;Python | C#;C++;HTML/CSS;JavaScript;TypeScript | Microsoft SQL Server | Microsoft SQL Server | NaN | NaN | Angular.js | Angular;Angular.js | Pandas | .NET | NaN | NaN | Notepad++;Visual Studio | Notepad++;Visual Studio | Windows | Windows | Git | Code editor | NaN | NaN | NaN | NaN | Microsoft Teams | Microsoft Teams | Very unfavorable | Collectives on Stack Overflow;Stack Overflow;Stack Exchange | Multiple times per day | Yes | Multiple times per day | Neutral | 25-34 years old | Man | No | Bisexual | White | None of the above | I have a mood or emotional disorder (e.g., depression, bipolar disorder, etc.);I have an anxiety disorder | No | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Appropriate in length | Neither easy nor difficult | 40205.0 |
| 3 | 4 | I am a developer by profession | Employed, full-time | Fully remote | I don’t code outside of work | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Books / Physical media;School (i.e., University, College, etc) | NaN | NaN | 20.0 | 17.0 | Developer, full-stack | 100 to 499 employees | I have some influence | Other (please specify): | Israel | ILS\tIsraeli new shekel | 60000.0 | Monthly | C#;JavaScript;SQL;TypeScript | C#;SQL;TypeScript | Microsoft SQL Server | Microsoft SQL Server | NaN | NaN | ASP.NET;ASP.NET Core | ASP.NET;ASP.NET Core | .NET | .NET | NaN | NaN | Notepad++;Visual Studio;Visual Studio Code | Notepad++;Visual Studio;Visual Studio Code | Windows | Windows | Git | Code editor;Command-line;Version control hosting service web GUI;Dedicated version control GUI application | NaN | NaN | Jira Work Management;Trello | Jira Work Management;Trello | Slack;Zoom | Slack;Zoom | Very unfavorable | Collectives on Stack Overflow;Stack Overflow for Teams (private knowledge sharing & collaboration platform for companies);Stack Overflow;Stack Exchange | Daily or almost daily | Yes | A few times per week | Yes, definitely | 35-44 years old | Man | No | Straight / Heterosexual | White | None of the above | None of the above | No | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Appropriate in length | Easy | 215232.0 |
| 4 | 5 | I am a developer by profession | Employed, full-time | Hybrid (some remote, some in-person) | Hobby | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Other online resources (e.g., videos, blogs, forum);School (i.e., University, College, etc);On the job training | Technical documentation;Blogs;Stack Overflow;Online books;Video-based Online Courses;Online challenges (e.g., daily or weekly coding challenges) | NaN | 8.0 | 3.0 | Developer, front-end;Developer, full-stack;Developer, back-end;Developer, desktop or enterprise applications;Developer, QA or test | 20 to 99 employees | I have some influence | Start a free trial;Visit developer communities like Stack Overflow | United States of America | USD\tUnited States dollar | NaN | NaN | C#;HTML/CSS;JavaScript;SQL;Swift;TypeScript | C#;Elixir;F#;Go;JavaScript;Rust;TypeScript | Cloud Firestore;Elasticsearch;Microsoft SQL Server;Firebase Realtime Database | Cloud Firestore;Elasticsearch;Firebase Realtime Database;Redis | Firebase;Microsoft Azure | Firebase;Microsoft Azure | Angular;ASP.NET;ASP.NET Core ;jQuery;Node.js | Angular;ASP.NET Core ;Blazor;Node.js | .NET | .NET;Apache Kafka | npm | Docker;Kubernetes | Notepad++;Visual Studio;Visual Studio Code;Xcode | Rider;Visual Studio;Visual Studio Code | Windows | macOS;Windows | Git;Other (please specify): | Code editor | NaN | NaN | NaN | NaN | Microsoft Teams;Zoom | NaN | Unfavorable | Collectives on Stack Overflow;Stack Overflow for Teams (private knowledge sharing & collaboration platform for companies);Stack Overflow;Stack Exchange | Multiple times per day | Yes | Daily or almost daily | Yes, definitely | 25-34 years old | NaN | NaN | NaN | NaN | NaN | NaN | No | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Too long | Easy | NaN |
| 5 | 6 | I am not primarily a developer, but I write code sometimes as part of my work | Student, full-time | NaN | NaN | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Books / Physical media;School (i.e., University, College, etc) | NaN | NaN | 15.0 | NaN | NaN | NaN | NaN | Other (please specify): | Germany | NaN | NaN | NaN | C++;Lua | Lua | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Homebrew | Homebrew | Visual Studio Code;Xcode | Visual Studio Code | Linux-based;macOS | macOS | Git | Command-line;Version control hosting service web GUI;Dedicated version control GUI application | NaN | NaN | Confluence | NaN | Rocketchat;Slack;Zoom | Rocketchat;Slack;Zoom | Very unfavorable | Stack Overflow;Stack Exchange | Multiple times per day | Yes | Multiple times per day | Yes, definitely | 25-34 years old | Or, in your own words: | Or, in your own words: | Prefer to self-describe: | Or, in your own words: | Or, in your own words: | Or, in your own words: | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Appropriate in length | Easy | NaN |
| 6 | 7 | I code primarily as a hobby | Student, part-time | NaN | NaN | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Other online resources (e.g., videos, blogs, forum) | Stack Overflow;Video-based Online Courses | NaN | 3.0 | NaN | NaN | NaN | NaN | Start a free trial;Visit developer communities like Stack Overflow | India | NaN | NaN | NaN | C++;HTML/CSS;JavaScript;PHP;Python;TypeScript | C;C#;C++;Elixir;Go;HTML/CSS;Java;JavaScript;Kotlin;Python;Rust;Swift;TypeScript | Cloud Firestore;MongoDB;Firebase Realtime Database | MySQL;Oracle;PostgreSQL | NaN | NaN | Angular;Next.js;Node.js;React.js;Svelte;Vue.js | Django;Flask;Gatsby;jQuery;Next.js;Node.js;React.js;Svelte;Vue.js | NaN | NaN | Homebrew;npm | npm | Atom;IntelliJ;Notepad++;PyCharm;Sublime Text;Visual Studio Code | Visual Studio Code;Webstorm | macOS | macOS | Git | Code editor;Command-line | NaN | NaN | NaN | NaN | Google Chat;Microsoft Teams;Slack;Zoom | Google Chat;Slack;Zoom | Favorable | Stack Overflow | Multiple times per day | Yes | Daily or almost daily | Yes, definitely | Under 18 years old | Man | No | NaN | Indian | None of the above | None of the above | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Appropriate in length | Easy | NaN |
| 7 | 8 | I am a developer by profession | Not employed, but looking for work | NaN | NaN | Some college/university study without earning a degree | Online Courses or Certification | NaN | Coursera;Udemy | 1.0 | NaN | Developer, full-stack;Student | NaN | NaN | Start a free trial | India | NaN | NaN | NaN | C;C++;HTML/CSS;Java;JavaScript;SQL | APL;Bash/Shell;Go;Python;TypeScript | MongoDB;MySQL | Neo4j;PostgreSQL | AWS;Google Cloud;Heroku | DigitalOcean;Firebase;Microsoft Azure;VMware | jQuery;Node.js | Angular;Angular.js;Next.js;Vue.js | NaN | NaN | npm | Unity 3D;Yarn | Atom;CLion;Eclipse;IntelliJ;Notepad++;Visual Studio | Android Studio;IPython/Jupyter;Sublime Text;Vim;Visual Studio Code | Linux-based;macOS | Windows | Git | Command-line | NaN | NaN | NaN | NaN | Google Chat;Microsoft Teams;Zoom | NaN | Very favorable | Collectives on Stack Overflow;Stack Overflow;Stack Exchange | A few times per week | Yes | I have never participated in Q&A on Stack Overflow | Yes, definitely | 18-24 years old | Man | No | Straight / Heterosexual | Indian | None of the above | None of the above | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Appropriate in length | Easy | NaN |
| 8 | 9 | I am a developer by profession | Employed, full-time | Hybrid (some remote, some in-person) | I don’t code outside of work | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | On the job training;Coding Bootcamp | NaN | NaN | 6.0 | 6.0 | Developer, back-end | I don’t know | I have little or no influence | NaN | Netherlands | EUR European Euro | 46000.0 | Yearly | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Emacs;Notepad++ | Emacs;Notepad++ | Windows | Windows | Git | Command-line;Dedicated version control GUI application | NaN | NaN | Confluence;Jira Work Management | Confluence;Jira Work Management | Microsoft Teams | Microsoft Teams | Very unfavorable | Stack Overflow for Teams (private knowledge sharing & collaboration platform for companies);Stack Overflow;Stack Exchange | A few times per month or weekly | Yes | Less than once per month or monthly | No, not at all | 25-34 years old | Woman | No | Prefer to self-describe: | European | Or, in your own words: | Or, in your own words: | Yes | Independent contributor | 6.0 | Agree | Disagree | Agree | Agree | Agree | Agree | Disagree | 3-5 times a week | 3-5 times a week | Never | 15-30 minutes a day | Over 120 minutes a day | Somewhat long | Innersource initiative;DevOps function;Microservices;Developer portal or other central places to find tools/services;Continuous integration (CI) and (more often) continuous delivery;Automated testing;Observability tools | Yes | Yes | Yes | Appropriate in length | Easy | 49056.0 |
| 9 | 10 | I am a developer by profession | Independent contractor, freelancer, or self-employed | Fully remote | Hobby;Contribute to open-source projects;Bootstrapping a business | Some college/university study without earning a degree | Books / Physical media;Other online resources (e.g., videos, blogs, forum);School (i.e., University, College, etc) | Technical documentation;Blogs;Written Tutorials;Stack Overflow;Online books;Online forum | NaN | 37.0 | 30.0 | Developer, desktop or enterprise applications;Developer, mobile;Educator | Just me - I am a freelancer, sole proprietor, etc. | I have a great deal of influence | Start a free trial;Ask developers I know/work with;Research companies that have advertised on sites I visit | Croatia | HRK\tCroatian kuna | NaN | NaN | Delphi;Java;Swift | Delphi;Java;Swift | NaN | NaN | DigitalOcean;Firebase | DigitalOcean;Firebase | NaN | NaN | NaN | NaN | NaN | NaN | Android Studio;RAD Studio (Delphi, C++ Builder);Visual Studio Code;Xcode | Android Studio;RAD Studio (Delphi, C++ Builder);Visual Studio Code;Xcode | Windows | Windows | Git | Version control hosting service web GUI;Dedicated version control GUI application | NaN | NaN | NaN | NaN | Google Chat;Slack | Google Chat;Slack | Very unfavorable | Collectives on Stack Overflow;Stack Overflow;Stack Exchange | Multiple times per day | Yes | Multiple times per day | Yes, definitely | 45-54 years old | Woman | No | Straight / Heterosexual | White;European | None of the above | None of the above | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Appropriate in length | Easy | NaN |
| ResponseId | MainBranch | Employment | RemoteWork | CodingActivities | EdLevel | LearnCode | LearnCodeOnline | LearnCodeCoursesCert | YearsCode | YearsCodePro | DevType | OrgSize | PurchaseInfluence | BuyNewTool | Country | Currency | CompTotal | CompFreq | LanguageHaveWorkedWith | LanguageWantToWorkWith | DatabaseHaveWorkedWith | DatabaseWantToWorkWith | PlatformHaveWorkedWith | PlatformWantToWorkWith | WebframeHaveWorkedWith | WebframeWantToWorkWith | MiscTechHaveWorkedWith | MiscTechWantToWorkWith | ToolsTechHaveWorkedWith | ToolsTechWantToWorkWith | NEWCollabToolsHaveWorkedWith | NEWCollabToolsWantToWorkWith | OpSysProfessional use | OpSysPersonal use | VersionControlSystem | VCInteraction | VCHostingPersonal use | VCHostingProfessional use | OfficeStackAsyncHaveWorkedWith | OfficeStackAsyncWantToWorkWith | OfficeStackSyncHaveWorkedWith | OfficeStackSyncWantToWorkWith | Blockchain | NEWSOSites | SOVisitFreq | SOAccount | SOPartFreq | SOComm | Age | Gender | Trans | Sexuality | Ethnicity | Accessibility | MentalHealth | TBranch | ICorPM | WorkExp | Knowledge_1 | Knowledge_2 | Knowledge_3 | Knowledge_4 | Knowledge_5 | Knowledge_6 | Knowledge_7 | Frequency_1 | Frequency_2 | Frequency_3 | TimeSearching | TimeAnswering | Onboarding | ProfessionalTech | TrueFalse_1 | TrueFalse_2 | TrueFalse_3 | SurveyLength | SurveyEase | ConvertedCompYearly | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 41 | I am a developer by profession | Employed, full-time | Hybrid (some remote, some in-person) | Hobby;Freelance/contract work | Associate degree (A.A., A.S., etc.) | Books / Physical media;Other online resources (e.g., videos, blogs, forum);School (i.e., University, College, etc) | Technical documentation;Blogs;Written Tutorials;Stack Overflow;Online forum;How-to videos | NaN | 20.0 | 15.0 | Developer, front-end;Engineer, data;Developer, full-stack;Developer, back-end;Developer, desktop or enterprise applications;Developer, QA or test;Developer, mobile;Database administrator;Developer, embedded applications or devices;Cloud infrastructure engineer;Data or business analyst;Designer | 100 to 499 employees | I have a great deal of influence | Start a free trial;Visit developer communities like Stack Overflow;Ask developers I know/work with;Research companies that have advertised on sites I visit;Read ratings or reviews on third party sites like G2Crowd | United States of America | USD\tUnited States dollar | 130000.0 | Yearly | C#;C++;HTML/CSS;JavaScript;SQL;TypeScript;VBA | NaN | MongoDB;MySQL;SQLite | NaN | AWS;Managed Hosting;Microsoft Azure | NaN | ASP.NET;ASP.NET Core ;jQuery | NaN | .NET;Xamarin | NaN | NaN | NaN | Notepad++;Visual Studio;Visual Studio Code | NaN | NaN | macOS;Windows | Git | Code editor | NaN | NaN | NaN | NaN | NaN | NaN | Unsure | Stack Overflow;Stack Exchange | A few times per week | Yes | A few times per month or weekly | Yes, somewhat | 35-44 years old | Man | No | Straight / Heterosexual | White | NaN | None of the above | No | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Appropriate in length | Easy | 130000.0 |
| 41 | 42 | I am a developer by profession | Employed, full-time | Hybrid (some remote, some in-person) | I don’t code outside of work | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Other online resources (e.g., videos, blogs, forum);On the job training;Online Courses or Certification | Technical documentation;Blogs;Written Tutorials;Stack Overflow;Video-based Online Courses;Written-based Online Courses | Coursera;Udemy;Udacity | 3.0 | 3.0 | Data scientist or machine learning specialist;Engineer, data;Developer, back-end | 20 to 99 employees | I have little or no influence | Visit developer communities like Stack Overflow;Ask developers I know/work with;Read ratings or reviews on third party sites like G2Crowd | Israel | ILS\tIsraeli new shekel | 19000.0 | Monthly | Bash/Shell;HTML/CSS;Python;SQL | Bash/Shell;Python;SQL | PostgreSQL | PostgreSQL;Redis | AWS;Google Cloud | AWS | NaN | NaN | Keras;NumPy;Pandas;Scikit-learn;TensorFlow | Keras;NumPy;Pandas;Scikit-learn;TensorFlow;Hugging Face Transformers | Docker | Docker | IPython/Jupyter;Vim | IPython/Jupyter;PyCharm;Vim | Linux-based | Windows | Git | Command-line | NaN | NaN | Confluence;Jira Work Management | Confluence;Jira Work Management | Slack | Slack | Indifferent | Stack Overflow;Stack Exchange | Daily or almost daily | No | NaN | No, not really | 18-24 years old | Man | No | Straight / Heterosexual | Middle Eastern | None of the above | I have an anxiety disorder | Yes | Independent contributor | 3.0 | Agree | Neither agree nor disagree | Disagree | Agree | Agree | Agree | Neither agree nor disagree | 1-2 times a week | 10+ times a week | Never | 30-60 minutes a day | 15-30 minutes a day | Somewhat short | NaN | NaN | Yes | Yes | Appropriate in length | Neither easy nor difficult | 68160.0 |
| 42 | 43 | I am a developer by profession | Not employed, but looking for work | NaN | NaN | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Other online resources (e.g., videos, blogs, forum);School (i.e., University, College, etc);Online Courses or Certification;Colleague | Technical documentation;Blogs;Stack Overflow;Video-based Online Courses;How-to videos;Written-based Online Courses;Interactive tutorial;Coding sessions (live or recorded) | Udemy;Pluralsight | 4.0 | NaN | Developer, front-end;Developer, full-stack;Developer, back-end;Database administrator | NaN | NaN | Start a free trial;Visit developer communities like Stack Overflow;Ask developers I know/work with | Iraq | NaN | NaN | NaN | C#;HTML/CSS;JavaScript;PHP;Ruby;SQL | C#;HTML/CSS;JavaScript;Python;Ruby;SQL;TypeScript | Microsoft SQL Server;MongoDB;MySQL;Oracle;PostgreSQL | DynamoDB;Elasticsearch;Microsoft SQL Server;MongoDB;MySQL;PostgreSQL;Redis | AWS;Microsoft Azure | AWS;Heroku;Microsoft Azure | ASP.NET Core ;jQuery;Ruby on Rails | Angular;Angular.js;ASP.NET Core ;Blazor;Django;Node.js;React.js;Ruby on Rails | .NET | .NET;React Native | Docker;npm;Yarn | Docker | Eclipse;IntelliJ;NetBeans;Visual Studio;Visual Studio Code | Visual Studio;Visual Studio Code | Linux-based;Windows | Windows | Git | Code editor;Command-line | NaN | NaN | NaN | NaN | Microsoft Teams;Slack;Zoom | Microsoft Teams;Zoom | Very favorable | Stack Overflow;Stack Exchange | Daily or almost daily | Yes | I have never participated in Q&A on Stack Overflow | Neutral | 25-34 years old | Man | No | Bisexual | Middle Eastern | None of the above | None of the above | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Appropriate in length | Easy | NaN |
| 43 | 44 | I code primarily as a hobby | Employed, full-time;Student, part-time | Full in-person | Hobby | Some college/university study without earning a degree | Books / Physical media;Other online resources (e.g., videos, blogs, forum) | Technical documentation;Written Tutorials;Stack Overflow | NaN | 15.0 | NaN | NaN | NaN | NaN | Other (please specify):;Visit developer communities like Stack Overflow | Sweden | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Node.js | NaN | NaN | NaN | npm | NaN | Nano;Notepad++;Vim;Visual Studio Code | Vim;Visual Studio Code | Linux-based | Linux-based | Git | Command-line | NaN | NaN | NaN | NaN | Slack | Slack | Favorable | Stack Overflow | A few times per month or weekly | Yes | I have never participated in Q&A on Stack Overflow | No, not at all | 35-44 years old | Man | No | Bisexual;Straight / Heterosexual | European | None of the above | I have a mood or emotional disorder (e.g., depression, bipolar disorder, etc.);I have an anxiety disorder;I have a concentration and/or memory disorder (e.g., ADHD, etc.) | No | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Appropriate in length | Neither easy nor difficult | NaN |
| 44 | 45 | I am a developer by profession | Student, full-time | NaN | NaN | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | School (i.e., University, College, etc) | NaN | NaN | 6.0 | NaN | NaN | NaN | NaN | Start a free trial;Visit developer communities like Stack Overflow | Austria | NaN | NaN | NaN | Bash/Shell;HTML/CSS;Java;JavaScript;Kotlin;Python;R;SQL | Bash/Shell;Java;Kotlin;SQL | MySQL | MySQL | NaN | NaN | ASP.NET;ASP.NET Core | NaN | .NET;NumPy;Spring;Torch/PyTorch | NumPy;Spring;TensorFlow;Torch/PyTorch | Docker | Docker | Eclipse;IntelliJ;PyCharm | Eclipse;IntelliJ;PyCharm | Windows | Linux-based;Windows;Windows Subsystem for Linux (WSL) | Git | Command-line | NaN | NaN | NaN | NaN | Microsoft Teams;Zoom | NaN | Unsure | Collectives on Stack Overflow;Stack Overflow for Teams (private knowledge sharing & collaboration platform for companies);Stack Overflow;Stack Exchange | Multiple times per day | Yes | A few times per week | Yes, definitely | 18-24 years old | Man | No | Straight / Heterosexual | White;European | None of the above | None of the above | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Appropriate in length | Easy | NaN |
| 45 | 46 | I am a developer by profession | Employed, full-time | Hybrid (some remote, some in-person) | Other (please specify): | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Other online resources (e.g., videos, blogs, forum);Online Courses or Certification | Technical documentation;Video-based Online Courses;How-to videos | Udemy | 4.0 | 3.0 | Developer, front-end | 500 to 999 employees | I have little or no influence | Start a free trial | Madagascar | EUR European Euro | 400.0 | Monthly | JavaScript;TypeScript | Dart | MongoDB;MySQL | MongoDB;MySQL;PostgreSQL;Firebase Realtime Database | NaN | NaN | Node.js;React.js;Vue.js | Node.js;React.js;Vue.js | React Native | Flutter | npm;Yarn | Docker;npm;Yarn | Visual Studio Code | Visual Studio Code | NaN | Windows | Git | Command-line | NaN | NaN | NaN | NaN | NaN | NaN | Favorable | Stack Overflow | A few times per month or weekly | Yes | I have never participated in Q&A on Stack Overflow | No, not really | 25-34 years old | Man | No | Straight / Heterosexual | African | None of the above | None of the above | Yes | Independent contributor | 3.0 | Strongly agree | Agree | Agree | Strongly agree | Strongly agree | Strongly agree | Agree | 1-2 times a week | 1-2 times a week | Never | Less than 15 minutes a day | 15-30 minutes a day | Very long | Microservices | No | Yes | Yes | Too long | Easy | 5124.0 |
| 46 | 47 | I code primarily as a hobby | Student, full-time | NaN | NaN | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Other online resources (e.g., videos, blogs, forum);Other (please specify): | Technical documentation;Blogs;How-to videos | NaN | 7.0 | NaN | NaN | NaN | NaN | Other (please specify): | Norway | NaN | NaN | NaN | Bash/Shell;C;C++;Java;Lua;Python | Bash/Shell;C++;Lua;Python | MongoDB;SQLite | SQLite | NaN | NaN | Node.js;React.js | NaN | NaN | NaN | npm | NaN | Eclipse;IntelliJ;Vim | Vim | Linux-based | Linux-based | Git | Command-line | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Collectives on Stack Overflow;Stack Overflow for Teams (private knowledge sharing & collaboration platform for companies);Stack Overflow;Stack Exchange | Multiple times per day | Yes | Multiple times per day | Yes, definitely | 18-24 years old | Woman | Yes | Prefer to self-describe: | White;European | None of the above | I have autism / an autism spectrum disorder (e.g. Asperger's, etc.) | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Too short | Neither easy nor difficult | NaN |
| 47 | 48 | I am a developer by profession | Employed, full-time | Fully remote | Hobby | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Friend or family member;Other online resources (e.g., videos, blogs, forum);School (i.e., University, College, etc) | Technical documentation;Blogs;Written Tutorials;Stack Overflow;Online books;Video-based Online Courses;Online challenges (e.g., daily or weekly coding challenges);Online forum;How-to videos;Written-based Online Courses;Interactive tutorial | NaN | 6.0 | 5.0 | Developer, full-stack;Developer, back-end | 1,000 to 4,999 employees | I have little or no influence | Start a free trial;Visit developer communities like Stack Overflow;Ask developers I know/work with | United States of America | USD\tUnited States dollar | 135000.0 | Yearly | Java;JavaScript;PHP;SQL;TypeScript | C++;Go | Cassandra;MySQL | NaN | NaN | NaN | Angular;Angular.js;jQuery | NaN | NaN | NaN | Docker;Homebrew;Kubernetes;npm;Yarn | NaN | CLion;IntelliJ;PhpStorm | NaN | macOS | macOS | Git | Command-line | NaN | NaN | Confluence;Jira Work Management | NaN | Slack;Zoom | NaN | Indifferent | Stack Overflow;Stack Exchange | Daily or almost daily | No | NaN | No, not really | 25-34 years old | Woman | No | Straight / Heterosexual | White;European;Asian;East Asian | None of the above | I have an anxiety disorder | Yes | Independent contributor | 5.0 | Strongly agree | Agree | Disagree | Disagree | Agree | Agree | Agree | 1-2 times a week | 6-10 times a week | 1-2 times a week | 30-60 minutes a day | 30-60 minutes a day | Somewhat long | DevOps function;Microservices;Developer portal or other central places to find tools/services;Automated testing;Observability tools | Yes | Yes | Yes | Appropriate in length | Easy | 135000.0 |
| 48 | 49 | I am a developer by profession | Employed, full-time | Hybrid (some remote, some in-person) | Hobby;Contribute to open-source projects | Some college/university study without earning a degree | Books / Physical media;Other online resources (e.g., videos, blogs, forum);School (i.e., University, College, etc) | Technical documentation;Blogs;Written Tutorials;Stack Overflow | NaN | 40.0 | 25.0 | Developer, back-end;Developer, desktop or enterprise applications | 20 to 99 employees | I have some influence | Start a free trial;Visit developer communities like Stack Overflow | Germany | EUR European Euro | 100000.0 | Yearly | Haskell;Java;Rust | Dart;Haskell;Java;Swift | PostgreSQL | NaN | NaN | NaN | NaN | NaN | .NET | Flutter | NaN | NaN | Emacs;IntelliJ;Notepad++;Vim;Visual Studio | Android Studio;Emacs;IntelliJ;Notepad++;Vim;Visual Studio;Xcode | Windows;Windows Subsystem for Linux (WSL) | Linux-based;macOS | Git | Code editor;Command-line;Version control hosting service web GUI | NaN | NaN | NaN | NaN | Microsoft Teams | Microsoft Teams | Very unfavorable | Stack Overflow;Stack Exchange | Daily or almost daily | Yes | A few times per month or weekly | Yes, somewhat | 55-64 years old | Man | No | Straight / Heterosexual | European | None of the above | None of the above | Yes | NaN | 28.0 | Strongly agree | Disagree | Neither agree nor disagree | Disagree | Disagree | Agree | Disagree | 1-2 times a week | 3-5 times a week | Never | 15-30 minutes a day | Less than 15 minutes a day | Just right | Continuous integration (CI) and (more often) continuous delivery;Automated testing | Yes | No | Yes | Appropriate in length | Easy | 106644.0 |
| 49 | 50 | I am a developer by profession | Employed, full-time | Fully remote | Hobby | Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | Other online resources (e.g., videos, blogs, forum);School (i.e., University, College, etc) | Technical documentation;Blogs;Stack Overflow | NaN | 7.0 | 4.0 | Developer, front-end;Developer, full-stack;Developer, back-end;DevOps specialist;Cloud infrastructure engineer | 100 to 499 employees | I have some influence | Visit developer communities like Stack Overflow | Germany | EUR European Euro | 4000.0 | Monthly | C#;HTML/CSS;JavaScript;SQL;TypeScript | C#;HTML/CSS;JavaScript;SQL;TypeScript | PostgreSQL | Elasticsearch;PostgreSQL | NaN | NaN | Angular;ASP.NET Core | Angular;ASP.NET Core | NaN | NaN | Ansible;Docker;npm | Ansible;Docker;npm | Nano;Rider;Visual Studio Code;Webstorm | Rider;Vim;Visual Studio Code;Webstorm | Linux-based | Linux-based;Windows | Git | Code editor;Command-line;Version control hosting service web GUI | NaN | NaN | Jira Work Management | NaN | Microsoft Teams | NaN | Indifferent | Collectives on Stack Overflow;Stack Overflow;Stack Exchange | Multiple times per day | Yes | I have never participated in Q&A on Stack Overflow | Neutral | 25-34 years old | Man | No | Bisexual | White;European | None of the above | NaN | Yes | Independent contributor | 7.0 | Neither agree nor disagree | Agree | Agree | Agree | Strongly agree | Agree | Disagree | Never | 1-2 times a week | 1-2 times a week | 30-60 minutes a day | 15-30 minutes a day | Somewhat long | Continuous integration (CI) and (more often) continuous delivery;Automated testing;Observability tools | No | No | Yes | Appropriate in length | Easy | 51192.0 |